diff --git a/hapi/text/__init__.py b/hapi/text/__init__.py
index 2b7a26bc842a91ad0f0f9c3dd2445fec78e60f3d..2177ada5c0c7135e3feea0772b609d0ab29a7ba2 100644
--- a/hapi/text/__init__.py
+++ b/hapi/text/__init__.py
@@ -25,7 +25,8 @@ from hapi.text.text import TransformerDecoderLayer as TransformerDecoderLayer
from hapi.text.text import TransformerEncoder as TransformerEncoder
from hapi.text.text import TransformerDecoder as TransformerDecoder
from hapi.text.text import TransformerBeamSearchDecoder as TransformerBeamSearchDecoder
-from hapi.text.text import DynamicGRU as DynamicGRU
+from hapi.text.text import GRUCell as GRUCell
+from hapi.text.text import GRUEncoderCell as GRUEncoderCell
from hapi.text.text import BiGRU as BiGRU
from hapi.text.text import Linear_chain_crf as Linear_chain_crf
from hapi.text.text import Crf_decoding as Crf_decoding
diff --git a/hapi/text/text.py b/hapi/text/text.py
index 11fd1a342e7be2ada9da83d8a7c82ce3092f948b..0f58f785795ccff7485a1f5daabce39086cf7fa2 100644
--- a/hapi/text/text.py
+++ b/hapi/text/text.py
@@ -22,7 +22,7 @@ import sys
if six.PY2:
reload(sys)
sys.setdefaultencoding('utf8')
-
+
import ast
import time
import argparse as argparse
@@ -31,8 +31,6 @@ import multiprocessing
import collections
import copy
-import six
-import sys
from functools import partial, reduce
import paddle
@@ -46,11 +44,12 @@ from paddle.fluid import layers
from paddle.fluid.dygraph import Layer
from paddle.fluid.layers import BeamSearchDecoder
+
__all__ = [
'RNNCell', 'BasicLSTMCell', 'BasicGRUCell', 'RNN', 'DynamicDecode',
'BeamSearchDecoder', 'MultiHeadAttention', 'FFN',
'TransformerEncoderLayer', 'TransformerEncoder', 'TransformerDecoderLayer',
- 'TransformerDecoder', 'TransformerBeamSearchDecoder', 'DynamicGRU',
+ 'TransformerDecoder', 'TransformerBeamSearchDecoder', 'GRUCell', 'GRUEncoderCell',
'BiGRU', 'Linear_chain_crf', 'Crf_decoding', 'SequenceTagging'
]
@@ -220,19 +219,7 @@ class BasicLSTMCell(RNNCell):
gate_activation=None,
activation=None,
forget_bias=1.0,
- dtype='float32',
- forget_gate_weights={"w": None,
- "h": None,
- "b": None},
- input_gate_weights={"w": None,
- "h": None,
- "b": None},
- output_gate_weights={"w": None,
- "h": None,
- "b": None},
- cell_weights={"w": None,
- "h": None,
- "b": None}):
+ dtype='float32'):
super(BasicLSTMCell, self).__init__()
self._hidden_size = hidden_size
@@ -246,187 +233,18 @@ class BasicLSTMCell(RNNCell):
self._dtype = dtype
self._input_size = input_size
- assert isinstance(forget_gate_weights, dict)
- assert isinstance(input_gate_weights, dict)
- assert isinstance(output_gate_weights, dict)
- assert isinstance(cell_weights, dict)
-
- # forgot get parameters
- if "w" in forget_gate_weights and forget_gate_weights["w"] is not None:
- self.fg_w = forget_gate_weights["w"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_forget_gate_w"
- else:
- tmp_param_attr = self._param_attr
- self.fg_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
-
- if "h" in forget_gate_weights and forget_gate_weights["h"] is not None:
- self.fg_h = forget_gate_weights["h"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_forget_gate_h"
- else:
- tmp_param_attr = self._param_attr
- self.fg_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in forget_gate_weights and forget_gate_weights["b"] is not None:
- self.fg_b = forget_gate_weights["b"]
- else:
- if self._bias_attr is not None and self._bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._bias_attr)
- tmp_param_attr.name += "_forget_gate_b"
- else:
- tmp_param_attr = self._bias_attr
- self.fg_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- # input gate parameters
- if "w" in input_gate_weights and input_gate_weights["w"] is not None:
- self.ig_w = input_gate_weights["w"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_input_gate_w"
- else:
- tmp_param_attr = self._param_attr
-
- self.ig_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
-
- if "h" in input_gate_weights and input_gate_weights["h"] is not None:
- self.ig_h = input_gate_weights["h"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_input_gate_h"
- else:
- tmp_param_attr = self._param_attr
-
- self.ig_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in input_gate_weights and input_gate_weights["b"] is not None:
- self.ig_b = input_gate_weights["b"]
- else:
- if self._bias_attr is not None and self._bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._bias_attr)
- tmp_param_attr.name += "_input_gate_b"
- else:
- tmp_param_attr = self._bias_attr
- self.ig_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- # output gate parameters
- if "w" in output_gate_weights and output_gate_weights["w"] is not None:
- self.og_w = output_gate_weights["w"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_output_gate_w"
- else:
- tmp_param_attr = self._param_attr
- self.og_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
-
- if "h" in output_gate_weights and output_gate_weights["h"] is not None:
- self.og_h = output_gate_weights["h"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_output_gate_h"
- else:
- tmp_param_attr = self._param_attr
- self.og_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in output_gate_weights and output_gate_weights["b"] is not None:
- self.og_b = output_gate_weights["b"]
- else:
- if self._bias_attr is not None and self._bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._bias_attr)
- tmp_param_attr.name += "_output_gate_b"
- else:
- tmp_param_attr = self._bias_attr
- self.og_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- # cell parameters
- if "w" in cell_weights and cell_weights["w"] is not None:
- self.c_w = cell_weights["w"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_cell_w"
- else:
- tmp_param_attr = self._param_attr
-
- self.c_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
+ self._weight = self.create_parameter(
+ attr=self._param_attr,
+ shape=[
+ self._input_size + self._hidden_size, 4 * self._hidden_size
+ ],
+ dtype=self._dtype)
- if "h" in cell_weights and cell_weights["h"] is not None:
- self.c_h = cell_weights["h"]
- else:
- if self._param_attr is not None and self._param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._param_attr)
- tmp_param_attr.name += "_cell_h"
- else:
- tmp_param_attr = self._param_attr
- self.c_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in cell_weights and cell_weights["b"] is not None:
- self.c_b = cell_weights["b"]
- else:
- if self._bias_attr is not None and self._bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(self._bias_attr)
- tmp_param_attr.name += "_cell_b"
- else:
- tmp_param_attr = self._bias_attr
- self.c_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- # the weight is concated here in order to make the computation more efficent.
- weight_w = fluid.layers.concat(
- [self.ig_w, self.c_w, self.fg_w, self.og_w], axis=-1)
- weight_h = fluid.layers.concat(
- [self.ig_h, self.c_h, self.fg_h, self.og_h], axis=-1)
- self._weight = fluid.layers.concat([weight_w, weight_h], axis=0)
-
- self._bias = fluid.layers.concat(
- [self.ig_b, self.c_b, self.fg_b, self.og_b])
+ self._bias = self.create_parameter(
+ attr=self._bias_attr,
+ shape=[4 * self._hidden_size],
+ dtype=self._dtype,
+ is_bias=True)
def forward(self, input, state):
pre_hidden, pre_cell = state
@@ -490,30 +308,16 @@ class BasicGRUCell(RNNCell):
bias_attr=None,
gate_activation=None,
activation=None,
- dtype='float32',
- update_gate_weights={"w": None,
- "h": None,
- "b": None},
- reset_gate_weights={"w": None,
- "h": None,
- "b": None},
- cell_weights={"w": None,
- "h": None,
- "b": None}):
-
+ dtype='float32'):
super(BasicGRUCell, self).__init__()
self._input_size = input_size
- self._hiden_size = hidden_size
+ self._hidden_size = hidden_size
self._param_attr = param_attr
self._bias_attr = bias_attr
self._gate_activation = gate_activation or layers.sigmoid
self._activation = activation or layers.tanh
self._dtype = dtype
- assert isinstance(update_gate_weights, dict)
- assert isinstance(reset_gate_weights, dict)
- assert isinstance(cell_weights, dict)
-
if self._param_attr is not None and self._param_attr.name is not None:
gate_param_attr = copy.deepcopy(self._param_attr)
candidate_param_attr = copy.deepcopy(self._param_attr)
@@ -523,6 +327,16 @@ class BasicGRUCell(RNNCell):
gate_param_attr = self._param_attr
candidate_param_attr = self._param_attr
+ self._gate_weight = self.create_parameter(
+ attr=gate_param_attr,
+ shape=[self._input_size + self._hidden_size, 2 * self._hidden_size],
+ dtype=self._dtype)
+
+ self._candidate_weight = self.create_parameter(
+ attr=candidate_param_attr,
+ shape=[self._input_size + self._hidden_size, self._hidden_size],
+ dtype=self._dtype)
+
if self._bias_attr is not None and self._bias_attr.name is not None:
gate_bias_attr = copy.deepcopy(self._bias_attr)
candidate_bias_attr = copy.deepcopy(self._bias_attr)
@@ -532,139 +346,16 @@ class BasicGRUCell(RNNCell):
gate_bias_attr = self._bias_attr
candidate_bias_attr = self._bias_attr
- # create the parameters of gates in gru
- if "w" in update_gate_weights and update_gate_weights["w"] is not None:
- self.ug_w = update_gate_weights["w"]
- else:
- if gate_param_attr is not None and gate_param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(gate_param_attr)
- tmp_param_attr.name += "_update_gate_w"
- else:
- tmp_param_attr = gate_param_attr
- self.ug_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
-
- if "h" in update_gate_weights and update_gate_weights["h"] is not None:
- self.ug_h = update_gate_weights["h"]
- else:
- if gate_param_attr is not None and gate_param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(gate_param_attr)
- tmp_param_attr.name += "_update_gate_h"
- else:
- tmp_param_attr = gate_param_attr
- self.ug_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in update_gate_weights and update_gate_weights["b"] is not None:
- self.ug_b = update_gate_weights["b"]
- else:
- if gate_bias_attr is not None and gate_bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(gate_bias_attr)
- tmp_param_attr.name += "_update_gate_b"
- else:
- tmp_param_attr = gate_bias_attr
- self.ug_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- # reset gate parameters
- if "w" in reset_gate_weights and reset_gate_weights["w"] is not None:
- self.rg_w = reset_gate_weights["w"]
- else:
- if gate_param_attr is not None and gate_param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(gate_param_attr)
- tmp_param_attr.name += "_reset_gate_w"
- else:
- tmp_param_attr = gate_param_attr
- self.rg_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
-
- if "h" in reset_gate_weights and reset_gate_weights["h"] is not None:
- self.rg_h = reset_gate_weights["h"]
- else:
- if gate_param_attr is not None and gate_param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(gate_param_attr)
- tmp_param_attr.name += "_reset_gate_h"
- else:
- tmp_param_attr = gate_param_attr
- self.rg_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in reset_gate_weights and reset_gate_weights["b"] is not None:
- self.rg_b = reused_params["b"]
- else:
- if gate_bias_attr is not None and gate_bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(gate_bias_attr)
- tmp_param_attr.name += "_reset_gate_b"
- else:
- tmp_param_attr = gate_bias_attr
- self.rg_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- # cell parameters
- if "w" in cell_weights and cell_weights["w"] is not None:
- self.c_w = cell_weights["w"]
- else:
- if candidate_param_attr is not None and candidate_param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(candidate_param_attr)
- tmp_param_attr.name += "_cell_w"
- else:
- tmp_param_attr = gate_param_attr
-
- self.c_w = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._input_size, self._hidden_size],
- dtype=self._dtype)
-
- if "h" in cell_weights and cell_weights["h"] is not None:
- self.c_h = cell_weights["h"]
- else:
- if candidate_param_attr is not None and candidate_param_attr.name is not None:
- tmp_param_attr = copy.deepcopy(candidate_param_attr)
- tmp_param_attr.name += "_cell_h"
- else:
- tmp_param_attr = gate_param_attr
- self.c_h = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size, self._hidden_size],
- dtype=self._dtype)
-
- if "b" in cell_weights and cell_weights["b"] is not None:
- self.c_b = cell_weights["b"]
- else:
- if candidate_bias_attr is not None and candidate_bias_attr.name is not None:
- tmp_param_attr = copy.deepcopy(candidate_bias_attr)
- tmp_param_attr.name += "_cell_b"
- else:
- tmp_param_attr = gate_bias_attr
- self.c_b = self.create_parameter(
- attr=tmp_param_attr,
- shape=[self._hidden_size],
- dtype=self._dtype,
- is_bias=True)
-
- rg_weights = layers.concat([self.rg_w, self.rg_h], axis=0)
- ug_weights = layers.concat([self.ug_w, self.ug_h], axis=0)
- self._gate_weight = layers.concat([rg_weights, ug_weights], axis=-1)
-
- self._candidate_weight = layers.concat([self.c_w, self.c_h], axis=0)
-
- self._gate_bias = layers.concat([self.rg_b, self.ug_b], axis=0)
-
- self._candidate_bias = self.c_b
+ self._gate_bias = self.create_parameter(
+ attr=gate_bias_attr,
+ shape=[2 * self._hidden_size],
+ dtype=self._dtype,
+ is_bias=True)
+ self._candidate_bias = self.create_parameter(
+ attr=candidate_bias_attr,
+ shape=[self._hidden_size],
+ dtype=self._dtype,
+ is_bias=True)
def forward(self, input, state):
pre_hidden = state
@@ -870,7 +561,6 @@ class DynamicDecode(Layer):
# To confirm states.finished/finished be consistent with
# next_finished.
layers.assign(next_finished, finished)
-
next_sequence_lengths = layers.elementwise_add(
sequence_lengths,
layers.cast(
@@ -1010,11 +700,7 @@ class PrePostProcessLayer(Layer):
PrePostProcessLayer
"""
- def __init__(self,
- process_cmd,
- d_model,
- dropout_rate,
- reused_layer_norm=None):
+ def __init__(self, process_cmd, d_model, dropout_rate):
super(PrePostProcessLayer, self).__init__()
self.process_cmd = process_cmd
self.functors = []
@@ -1022,21 +708,16 @@ class PrePostProcessLayer(Layer):
if cmd == "a": # add residual connection
self.functors.append(lambda x, y: x + y if y else x)
elif cmd == "n": # add layer normalization
- if reused_layer_norm is not None:
- layer_norm = reused_layer_norm
- else:
- layer_norm = LayerNorm(
- normalized_shape=d_model,
- param_attr=fluid.ParamAttr(
- initializer=fluid.initializer.Constant(1.)),
- bias_attr=fluid.ParamAttr(
- initializer=fluid.initializer.Constant(0.)))
-
self.functors.append(
self.add_sublayer(
"layer_norm_%d" % len(
self.sublayers(include_sublayers=False)),
- layer_norm))
+ LayerNorm(
+ normalized_shape=d_model,
+ param_attr=fluid.ParamAttr(
+ initializer=fluid.initializer.Constant(1.)),
+ bias_attr=fluid.ParamAttr(
+ initializer=fluid.initializer.Constant(0.)))))
elif cmd == "d": # add dropout
self.functors.append(lambda x: layers.dropout(
x, dropout_prob=dropout_rate, is_test=False)
@@ -1056,48 +737,21 @@ class MultiHeadAttention(Layer):
Multi-Head Attention
"""
- def __init__(self,
- d_key,
- d_value,
- d_model,
- n_head=1,
- dropout_rate=0.0,
- reused_query_fc=None,
- reused_key_fc=None,
- reused_value_fc=None,
- reused_proj_fc=None):
-
+ def __init__(self, d_key, d_value, d_model, n_head=1, dropout_rate=0.):
super(MultiHeadAttention, self).__init__()
self.n_head = n_head
self.d_key = d_key
self.d_value = d_value
self.d_model = d_model
self.dropout_rate = dropout_rate
-
- if reused_query_fc is not None:
- self.q_fc = reused_query_fc
- else:
- self.q_fc = Linear(
- input_dim=d_model, output_dim=d_key * n_head, bias_attr=False)
- if reused_key_fc is not None:
- self.k_fc = reused_key_fc
- else:
- self.k_fc = Linear(
- input_dim=d_model, output_dim=d_key * n_head, bias_attr=False)
- if reused_value_fc is not None:
- self.v_fc = reused_value_fc
- else:
- self.v_fc = Linear(
- input_dim=d_model,
- output_dim=d_value * n_head,
- bias_attr=False)
- if reused_proj_fc is not None:
- self.proj_fc = reused_proj_fc
- else:
- self.proj_fc = Linear(
- input_dim=d_value * n_head,
- output_dim=d_model,
- bias_attr=False)
+ self.q_fc = Linear(
+ input_dim=d_model, output_dim=d_key * n_head, bias_attr=False)
+ self.k_fc = Linear(
+ input_dim=d_model, output_dim=d_key * n_head, bias_attr=False)
+ self.v_fc = Linear(
+ input_dim=d_model, output_dim=d_value * n_head, bias_attr=False)
+ self.proj_fc = Linear(
+ input_dim=d_value * n_head, output_dim=d_model, bias_attr=False)
def _prepare_qkv(self, queries, keys, values, cache=None):
if keys is None: # self-attention
@@ -1174,24 +828,12 @@ class FFN(Layer):
Feed-Forward Network
"""
- def __init__(self,
- d_inner_hid,
- d_model,
- dropout_rate,
- fc1_act="relu",
- reused_fc1=None,
- reused_fc2=None):
+ def __init__(self, d_inner_hid, d_model, dropout_rate):
super(FFN, self).__init__()
self.dropout_rate = dropout_rate
- if reused_fc1 is not None:
- self.fc1 = reused_fc1
- else:
- self.fc1 = Linear(
- input_dim=d_model, output_dim=d_inner_hid, act=fc1_act)
- if reused_fc2 is not None:
- self.fc2 = reused_fc2
- else:
- self.fc2 = Linear(input_dim=d_inner_hid, output_dim=d_model)
+ self.fc1 = Linear(
+ input_dim=d_model, output_dim=d_inner_hid, act="relu")
+ self.fc2 = Linear(input_dim=d_inner_hid, output_dim=d_model)
def forward(self, x):
hidden = self.fc1(x)
@@ -1217,52 +859,22 @@ class TransformerEncoderLayer(Layer):
attention_dropout,
relu_dropout,
preprocess_cmd="n",
- postprocess_cmd="da",
- ffn_fc1_act="relu",
- reused_pre_selatt_layernorm=None,
- reused_multihead_att_weights={
- "reused_query_fc": None,
- "reused_key_fc": None,
- "reused_value_fc": None,
- "reused_proj_fc": None
- },
- reused_post_selfatt_layernorm=None,
- reused_pre_ffn_layernorm=None,
- reused_ffn_weights={"reused_fc1": None,
- "reused_fc2": None},
- reused_post_ffn_layernorm=None):
+ postprocess_cmd="da"):
super(TransformerEncoderLayer, self).__init__()
self.preprocesser1 = PrePostProcessLayer(preprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_pre_selatt_layernorm)
- self.self_attn = MultiHeadAttention(
- d_key,
- d_value,
- d_model,
- n_head,
- attention_dropout,
- reused_query_fc=reused_multihead_att_weights["reused_query_fc"],
- reused_key_fc=reused_multihead_att_weights["reused_key_fc"],
- reused_value_fc=reused_multihead_att_weights["reused_value_fc"],
- reused_proj_fc=reused_multihead_att_weights["reused_proj_fc"])
- self.postprocesser1 = PrePostProcessLayer(
- postprocess_cmd, d_model, prepostprocess_dropout,
- reused_post_selfatt_layernorm)
+ prepostprocess_dropout)
+ self.self_attn = MultiHeadAttention(d_key, d_value, d_model, n_head,
+ attention_dropout)
+ self.postprocesser1 = PrePostProcessLayer(postprocess_cmd, d_model,
+ prepostprocess_dropout)
self.preprocesser2 = PrePostProcessLayer(preprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_pre_ffn_layernorm)
- self.ffn = FFN(d_inner_hid,
- d_model,
- relu_dropout,
- fc1_act=ffn_fc1_act,
- reused_fc1=reused_ffn_weights["reused_fc1"],
- reused_fc2=reused_ffn_weights["reused_fc2"])
+ prepostprocess_dropout)
+ self.ffn = FFN(d_inner_hid, d_model, relu_dropout)
self.postprocesser2 = PrePostProcessLayer(postprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_post_ffn_layernorm)
+ prepostprocess_dropout)
def forward(self, enc_input, attn_bias):
attn_output = self.self_attn(
@@ -1290,8 +902,7 @@ class TransformerEncoder(Layer):
attention_dropout,
relu_dropout,
preprocess_cmd="n",
- postprocess_cmd="da",
- ffn_fc1_act="relu"):
+ postprocess_cmd="da"):
super(TransformerEncoder, self).__init__()
@@ -1301,17 +912,9 @@ class TransformerEncoder(Layer):
self.add_sublayer(
"layer_%d" % i,
TransformerEncoderLayer(
- n_head,
- d_key,
- d_value,
- d_model,
- d_inner_hid,
- prepostprocess_dropout,
- attention_dropout,
- relu_dropout,
- preprocess_cmd,
- postprocess_cmd,
- ffn_fc1_act=ffn_fc1_act)))
+ n_head, d_key, d_value, d_model, d_inner_hid,
+ prepostprocess_dropout, attention_dropout,
+ relu_dropout, preprocess_cmd, postprocess_cmd)))
self.processer = PrePostProcessLayer(preprocess_cmd, d_model,
prepostprocess_dropout)
@@ -1338,79 +941,28 @@ class TransformerDecoderLayer(Layer):
attention_dropout,
relu_dropout,
preprocess_cmd="n",
- postprocess_cmd="da",
- reused_pre_selfatt_layernorm=None,
- reused_self_multihead_att_weights={
- "reused_query_fc": None,
- "reused_key_fc": None,
- "reused_value_fc": None,
- "reused_proj_fc": None
- },
- reused_post_selfatt_layernorm=None,
- reused_pre_crossatt_layernorm=None,
- reused_cross_multihead_att_weights={
- "reused_query_fc": None,
- "reused_key_fc": None,
- "reused_value_fc": None,
- "reused_proj_fc": None
- },
- reused_post_crossatt_layernorm=None,
- reused_pre_ffn_layernorm=None,
- reused_ffn_weights={"reused_fc1": None,
- "reused_fc2": None},
- reused_post_ffn_layernorm=None):
+ postprocess_cmd="da"):
super(TransformerDecoderLayer, self).__init__()
self.preprocesser1 = PrePostProcessLayer(preprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_pre_selfatt_layernorm)
- self.self_attn = MultiHeadAttention(
- d_key,
- d_value,
- d_model,
- n_head,
- attention_dropout,
- reused_query_fc=reused_self_multihead_att_weights[
- "reused_query_fc"],
- reused_key_fc=reused_self_multihead_att_weights["reused_key_fc"],
- reused_value_fc=reused_self_multihead_att_weights[
- "reused_value_fc"],
- reused_proj_fc=reused_self_multihead_att_weights["reused_proj_fc"])
- self.postprocesser1 = PrePostProcessLayer(
- postprocess_cmd, d_model, prepostprocess_dropout,
- reused_post_selfatt_layernorm)
+ prepostprocess_dropout)
+ self.self_attn = MultiHeadAttention(d_key, d_value, d_model, n_head,
+ attention_dropout)
+ self.postprocesser1 = PrePostProcessLayer(postprocess_cmd, d_model,
+ prepostprocess_dropout)
self.preprocesser2 = PrePostProcessLayer(preprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_pre_crossatt_layernorm)
- self.cross_attn = MultiHeadAttention(
- d_key,
- d_value,
- d_model,
- n_head,
- attention_dropout,
- reused_query_fc=reused_cross_multihead_att_weights[
- "reused_query_fc"],
- reused_key_fc=reused_cross_multihead_att_weights["reused_key_fc"],
- reused_value_fc=reused_cross_multihead_att_weights[
- "reused_value_fc"],
- reused_proj_fc=reused_cross_multihead_att_weights[
- "reused_proj_fc"])
- self.postprocesser2 = PrePostProcessLayer(
- postprocess_cmd, d_model, prepostprocess_dropout,
- reused_post_crossatt_layernorm)
+ prepostprocess_dropout)
+ self.cross_attn = MultiHeadAttention(d_key, d_value, d_model, n_head,
+ attention_dropout)
+ self.postprocesser2 = PrePostProcessLayer(postprocess_cmd, d_model,
+ prepostprocess_dropout)
self.preprocesser3 = PrePostProcessLayer(preprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_pre_ffn_layernorm)
- self.ffn = FFN(d_inner_hid,
- d_model,
- relu_dropout,
- reused_fc1=reused_ffn_weights["reused_fc1"],
- reused_fc2=reused_ffn_weights["reused_fc2"])
+ prepostprocess_dropout)
+ self.ffn = FFN(d_inner_hid, d_model, relu_dropout)
self.postprocesser3 = PrePostProcessLayer(postprocess_cmd, d_model,
- prepostprocess_dropout,
- reused_post_ffn_layernorm)
+ prepostprocess_dropout)
def forward(self,
dec_input,
@@ -1479,98 +1031,99 @@ class TransformerDecoder(Layer):
]
-class DynamicGRU(fluid.dygraph.Layer):
+
+class GRUCell(RNNCell):
def __init__(self,
- size,
- h_0=None,
+ input_size,
+ hidden_size,
param_attr=None,
bias_attr=None,
- is_reverse=False,
gate_activation='sigmoid',
candidate_activation='tanh',
- origin_mode=False,
- init_size=None):
- super(DynamicGRU, self).__init__()
+ origin_mode=False):
+ super(GRUCell, self).__init__()
+ self.hidden_size = hidden_size
+ self.fc_layer = Linear(
+ input_size,
+ hidden_size * 3,
+ param_attr=param_attr)
self.gru_unit = GRUUnit(
- size * 3,
+ hidden_size * 3,
param_attr=param_attr,
bias_attr=bias_attr,
activation=candidate_activation,
gate_activation=gate_activation,
origin_mode=origin_mode)
- self.size = size
- self.h_0 = h_0
- self.is_reverse = is_reverse
+ def forward(self, inputs, states):
+ # for GRUCell, `step_outputs` and `new_states` both are hidden
+ x = self.fc_layer(inputs)
+ hidden, _, _ = self.gru_unit(x, states)
+ return hidden, hidden
- def forward(self, inputs):
- hidden = self.h_0
- res = []
+ @property
+ def state_shape(self):
+ return [self.hidden_size]
- for i in range(inputs.shape[1]):
- if self.is_reverse:
- i = inputs.shape[1] - 1 - i
- input_ = inputs[:, i:i + 1, :]
- input_ = fluid.layers.reshape(
- input_, [-1, input_.shape[2]], inplace=False)
- hidden, reset, gate = self.gru_unit(input_, hidden)
- hidden_ = fluid.layers.reshape(
- hidden, [-1, 1, hidden.shape[1]], inplace=False)
- res.append(hidden_)
- if self.is_reverse:
- res = res[::-1]
- res = fluid.layers.concat(res, axis=1)
- return res
+
+class GRUEncoderCell(RNNCell):
+ def __init__(self,
+ num_layers,
+ input_size,
+ hidden_size,
+ dropout_prob=0.,
+ init_scale=0.1):
+ super(GRUEncoderCell, self).__init__()
+ self.dropout_prob = dropout_prob
+ # use add_sublayer to add multi-layers
+ self.gru_cells = []
+ for i in range(num_layers):
+ self.gru_cells.append(
+ self.add_sublayer(
+ "gru_%d" % i,
+ #BasicGRUCell(
+ GRUCell(
+ input_size=input_size if i == 0 else hidden_size,
+ hidden_size=hidden_size,
+ param_attr=fluid.ParamAttr(initializer=fluid.initializer.UniformInitializer(
+ low=-init_scale, high=init_scale)))))
+
+ def forward(self, step_input, states):
+ new_states = []
+ for i, gru_cell in enumerate(self.gru_cells):
+ out, state = gru_cell(step_input, states[i])
+ step_input = layers.dropout(
+ out,
+ self.dropout_prob,
+ dropout_implementation='upscale_in_train'
+ ) if self.dropout_prob > 0 else out
+ new_states.append(step_input)
+ return step_input, new_states
+
+ @property
+ def state_shape(self):
+ return [cell.state_shape for cell in self.gru_cells]
class BiGRU(fluid.dygraph.Layer):
def __init__(self, input_dim, grnn_hidden_dim, init_bound, h_0=None):
super(BiGRU, self).__init__()
+ self.gru = RNN(GRUEncoderCell(1, input_dim,
+ grnn_hidden_dim, 0.0, init_bound),
+ is_reverse=False,
+ time_major=False)
- self.pre_gru = Linear(
- input_dim=input_dim,
- output_dim=grnn_hidden_dim * 3,
- param_attr=fluid.ParamAttr(
- initializer=fluid.initializer.Uniform(
- low=-init_bound, high=init_bound),
- regularizer=fluid.regularizer.L2DecayRegularizer(
- regularization_coeff=1e-4)))
-
- self.gru = DynamicGRU(
- size=grnn_hidden_dim,
- h_0=h_0,
- param_attr=fluid.ParamAttr(
- initializer=fluid.initializer.Uniform(
- low=-init_bound, high=init_bound),
- regularizer=fluid.regularizer.L2DecayRegularizer(
- regularization_coeff=1e-4)))
+ self.gru_r = RNN(GRUEncoderCell(1, input_dim,
+ grnn_hidden_dim, 0.0, init_bound),
+ is_reverse=True,
+ time_major=False)
- self.pre_gru_r = Linear(
- input_dim=input_dim,
- output_dim=grnn_hidden_dim * 3,
- param_attr=fluid.ParamAttr(
- initializer=fluid.initializer.Uniform(
- low=-init_bound, high=init_bound),
- regularizer=fluid.regularizer.L2DecayRegularizer(
- regularization_coeff=1e-4)))
-
- self.gru_r = DynamicGRU(
- size=grnn_hidden_dim,
- is_reverse=True,
- h_0=h_0,
- param_attr=fluid.ParamAttr(
- initializer=fluid.initializer.Uniform(
- low=-init_bound, high=init_bound),
- regularizer=fluid.regularizer.L2DecayRegularizer(
- regularization_coeff=1e-4)))
- def forward(self, input_feature):
- res_pre_gru = self.pre_gru(input_feature)
- res_gru = self.gru(res_pre_gru)
- res_pre_gru_r = self.pre_gru_r(input_feature)
- res_gru_r = self.gru_r(res_pre_gru_r)
- bi_merge = fluid.layers.concat(input=[res_gru, res_gru_r], axis=-1)
+ def forward(self, input_feature):
+ pre_gru, pre_state = self.gru(input_feature)
+ gru_r, r_state = self.gru_r(input_feature)
+ bi_merge = fluid.layers.concat(input=[pre_gru, gru_r], axis=-1)
return bi_merge
@@ -1610,7 +1163,7 @@ class Linear_chain_crf(fluid.dygraph.Layer):
"Transition": self._transition,
"Label": [label]
}
- if length:
+ if length is not None:
this_inputs['Length'] = [length]
self._helper.append_op(
type='linear_chain_crf',
@@ -1655,7 +1208,7 @@ class Crf_decoding(fluid.dygraph.Layer):
"Transition": self._transition,
"Label": label
}
- if length:
+ if length is not None:
this_inputs['Length'] = [length]
self._helper.append_op(
type='crf_decoding',
@@ -1754,7 +1307,7 @@ class SequenceTagging(fluid.dygraph.Layer):
name='crfw', learning_rate=self.crf_lr),
size=self.num_labels)
- def forward(self, word, target, lengths):
+ def forward(self, word, lengths, target=None):
"""
Configure the network
"""
@@ -1767,9 +1320,14 @@ class SequenceTagging(fluid.dygraph.Layer):
emission = self.fc(bigru_output)
- crf_cost = self.linear_chain_crf(
- input=emission, label=target, length=lengths)
- avg_cost = fluid.layers.mean(x=crf_cost)
- self.crf_decoding.weight = self.linear_chain_crf.weight
- crf_decode = self.crf_decoding(input=emission, length=lengths)
- return crf_decode, avg_cost, lengths
+ if target is not None:
+ crf_cost = self.linear_chain_crf(
+ input=emission, label=target, length=lengths)
+ avg_cost = fluid.layers.mean(x=crf_cost)
+ self.crf_decoding.weight = self.linear_chain_crf.weight
+ crf_decode = self.crf_decoding(input=emission, length=lengths)
+ return crf_decode, avg_cost, lengths
+ else:
+ self.linear_chain_crf.weight = self.crf_decoding.weight
+ crf_decode = self.crf_decoding(input=emission, length=lengths)
+ return crf_decode, lengths
diff --git a/sequence_tagging/README.md b/sequence_tagging/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..550645761362d029663aac4b37f86a0403024176
--- /dev/null
+++ b/sequence_tagging/README.md
@@ -0,0 +1,248 @@
+# 序列标注任务
+
+## 1. 简介
+
+Sequence Tagging，是一个序列标注模型，模型可用于实现，分词、词性标注、专名识别等序列标注任务。我们在自建的数据集上对分词、词性标注、专名识别进行整体的评估效果（即联合标签模型），具体数值见下表；
+
+|模型|Precision|Recall|F1-score|
+|:-:|:-:|:-:|:-:|
+|Lexical Analysis|88.26%|89.20%|88.73%|
+
+## 2. 快速开始
+
+### 安装说明
+
+#### 1.PaddlePaddle 安装
+
+本项目依赖 PaddlePaddle 1.7 及以上版本和PaddleHub 1.0.0及以上版本 ，PaddlePaddle安装请参考官网 [快速安装](http://www.paddlepaddle.org/paddle#quick-start)，PaddleHub安装参考 [PaddleHub](https://github.com/PaddlePaddle/PaddleHub)。
+
+> Warning: GPU 和 CPU 版本的 PaddlePaddle 分别是 paddlepaddle-gpu 和 paddlepaddle，请安装时注意区别。
+
+#### 2. 克隆代码
+克隆工具集代码库到本地
+```bash
+ git clone https://github.com/PaddlePaddle/hapi.git
+ cd hapi/sequence_tagging
+```
+
+#### 3. 环境依赖
+PaddlePaddle的版本要求是：Python 2 版本是 2.7.15+、Python 3 版本是 3.5.1+/3.6/3.7。sequence tagging的代码可支持Python2/3，无具体版本限制
+
+### 数据准备
+
+#### 1. 快速下载
+
+本项目涉及的**数据集**和**训练模型**的数据可通过执行以下脚本进行快速下载，若仅需使用部分数据或者模型，可根据需要参照2和3进行下载
+
+```bash
+python downloads.py all
+```
+或在支持运行shell脚本的环境下执行：
+```bash
+sh downloads.sh
+```
+
+#### 2. 训练数据集
+
+下载数据集文件，解压后会生成 `./data/` 文件夹
+```bash
+python downloads.py dataset
+```
+
+#### 3. 已训练模型
+
+我们开源了在自建数据集上训练的词法分析模型，可供用户直接使用，可通过下述链接进行下载:
+```bash
+# download baseline model
+python downloads.py lac
+```
+
+### 模型训练
+基于示例的数据集，可通过下面的命令，在训练集 `./data/train.tsv` 上进行训练；
+
+GPU上单卡训练
+```
+# setting visible devices for training
+export CUDA_VISIBLE_DEVICES=0
+
+python -u train.py \
+ --train_file ./data/train.tsv \
+ --test_file ./data/test.tsv \
+ --word_dict_path ./conf/word.dic \
+ --label_dict_path ./conf/tag.dic \
+ --word_rep_dict_path ./conf/q2b.dic \
+ --device gpu \
+ --grnn_hidden_dim 128 \
+ --word_emb_dim 128 \
+ --bigru_num 2 \
+ --base_learning_rate 1e-3 \
+ --batch_size 300 \
+ --epoch 10 \
+ --save_dir ./model \
+ --num_devices 1 \
+ -d
+
+# -d： 是否使用动态图模式进行训练，如果使用静态图训练，命令行请删除-d参数
+```
+GPU上多卡训练
+```
+# setting visible devices for training
+export CUDA_VISIBLE_DEVICES=0,1,2,3
+
+python -m paddle.distributed.launch --selected_gpus=0,1,2,3 train.py \
+ --train_file ./data/train.tsv \
+ --test_file ./data/test.tsv \
+ --word_dict_path ./conf/word.dic \
+ --label_dict_path ./conf/tag.dic \
+ --word_rep_dict_path ./conf/q2b.dic \
+ --device gpu \
+ --grnn_hidden_dim 128 \
+ --word_emb_dim 128 \
+ --bigru_num 2 \
+ --base_learning_rate 1e-3 \
+ --batch_size 300 \
+ --epoch 10 \
+ --save_dir ./model \
+ -d
+
+# -d： 是否使用动态图模式进行训练，如果使用静态图训练，命令行请删除-d参数
+```
+CPU上训练
+```
+python -u train.py \
+ --train_file ./data/train.tsv \
+ --test_file ./data/test.tsv \
+ --word_dict_path ./conf/word.dic \
+ --label_dict_path ./conf/tag.dic \
+ --word_rep_dict_path ./conf/q2b.dic \
+ --device cpu \
+ --grnn_hidden_dim 128 \
+ --word_emb_dim 128 \
+ --bigru_num 2 \
+ --base_learning_rate 1e-3 \
+ --batch_size 300 \
+ --epoch 10 \
+ --save_dir ./model \
+ -d
+
+```
+
+### 模型预测
+
+加载已有的模型，对未知的数据进行预测
+```bash
+python predict.py \
+ --predict_file ./data/infer.tsv \
+ --word_dict_path ./conf/word.dic \
+ --label_dict_path ./conf/tag.dic \
+ --word_rep_dict_path ./conf/q2b.dic \
+ --init_from_checkpoint model_baseline/params \
+ --output_file predict.result \
+ --mode predict \
+ --device cpu \
+ -d
+
+# -d： 是否使用动态图模式进行训练，如果使用静态图训练，命令行请删除-d参数
+
+```
+
+### 模型评估
+
+我们基于自建的数据集训练了一个词法分析的模型，可以直接用这个模型对测试集 `./data/test.tsv` 进行验证，
+```bash
+# baseline model
+python eval.py \
+ --test_file ./data/test.tsv \
+ --word_dict_path ./conf/word.dic \
+ --label_dict_path ./conf/tag.dic \
+ --word_rep_dict_path ./conf/q2b.dic \
+ --init_from_checkpoint ./model_baseline/params \
+ --device cpu \
+ -d
+
+# -d： 是否使用动态图模式进行训练，如果使用静态图训练，命令行请删除-d参数
+```
+
+
+## 3. 进阶使用
+
+### 任务定义与建模
+序列标注任务的输入是一个字符串（我们后面使用『句子』来指代它），而输出是句子中的词边界和类别。序列标注是词法分析的经典建模方式。我们使用基于 GRU 的网络结构学习特征，将学习到的特征接入 CRF 解码层完成序列标注。CRF 解码层本质上是将传统 CRF 中的线性模型换成了非线性神经网络，基于句子级别的似然概率，因而能够更好的解决标记偏置问题。模型要点如下。
+
+1. 输入采用 one-hot 方式表示，每个字以一个 id 表示
+2. one-hot 序列通过字表，转换为实向量表示的字向量序列；
+3. 字向量序列作为双向 GRU 的输入，学习输入序列的特征表示，得到新的特性表示序列，我们堆叠了两层双向GRU以增加学习能力；
+4. CRF 以 GRU 学习到的特征为输入，以标记序列为监督信号，实现序列标注。
+
+可供用户下载的自有数据是对分词、词性标注、专名识别同时标注的联合数据集，进行词性和专名类别标签集合如下表，其中词性标签 24 个（小写字母），专名类别标签 4 个（大写字母）。这里需要说明的是，人名、地名、机构名和时间四个类别，在上表中存在两套标签（PER / LOC / ORG / TIME 和 nr / ns / nt / t），被标注为第二套标签的词，是模型判断为低置信度的人名、地名、机构名和时间词。开发者可以基于这两套标签，在四个类别的准确、召回之间做出自己的权衡。
+
+| 标签 | 含义 | 标签 | 含义 | 标签 | 含义 | 标签 | 含义 |
+| ---- | -------- | ---- | -------- | ---- | -------- | ---- | -------- |
+| n | 普通名词 | f | 方位名词 | s | 处所名词 | t | 时间 |
+| nr | 人名 | ns | 地名 | nt | 机构名 | nw | 作品名 |
+| nz | 其他专名 | v | 普通动词 | vd | 动副词 | vn | 名动词 |
+| a | 形容词 | ad | 副形词 | an | 名形词 | d | 副词 |
+| m | 数量词 | q | 量词 | r | 代词 | p | 介词 |
+| c | 连词 | u | 助词 | xc | 其他虚词 | w | 标点符号 |
+| PER | 人名 | LOC | 地名 | ORG | 机构名 | TIME | 时间 |
+
+### 模型原理介绍
+上面介绍的模型原理如下图所示：
+
+
+
+Overall Architecture of GRU-CRF-MODEL
+
+
+### 数据格式
+训练使用的数据可以由用户根据实际的应用场景，自己组织数据。除了第一行是 `text_a\tlabel` 固定的开头，后面的每行数据都是由两列组成，以制表符分隔，第一列是 utf-8 编码的中文文本，以 `\002` 分割，第二列是对应每个字的标注，以 `\002` 分隔。我们采用 IOB2 标注体系，即以 X-B 作为类型为 X 的词的开始，以 X-I 作为类型为 X 的词的持续，以 O 表示不关注的字（实际上，在词性、专名联合标注中，不存在 O ）。示例如下：
+
+```text
+除\002了\002他\002续\002任\002十\002二\002届\002政\002协\002委\002员\002,\002马\002化\002腾\002,\002雷\002军\002,\002李\002彦\002宏\002也\002被\002推\002选\002为\002新\002一\002届\002全\002国\002人\002大\002代\002表\002或\002全\002国\002政\002协\002委\002员 p-B\002p-I\002r-B\002v-B\002v-I\002m-B\002m-I\002m-I\002ORG-B\002ORG-I\002n-B\002n-I\002w-B\002PER-B\002PER-I\002PER-I\002w-B\002PER-B\002PER-I\002w-B\002PER-B\002PER-I\002PER-I\002d-B\002p-B\002v-B\002v-I\002v-B\002a-B\002m-B\002m-I\002ORG-B\002ORG-I\002ORG-I\002ORG-I\002n-B\002n-I\002c-B\002n-B\002n-I\002ORG-B\002ORG-I\002n-B\002n-I
+```
+
++ 我们随同代码一并发布了完全版的模型和相关的依赖数据。但是，由于模型的训练数据过于庞大，我们没有发布训练数据，仅在`data`目录下放置少数样本用以示例输入数据格式。
+
++ 模型依赖数据包括：
+ 1. 输入文本的词典，在`conf`目录下，对应`word.dic`
+ 2. 对输入文本中特殊字符进行转换的字典，在`conf`目录下，对应`q2b.dic`
+ 3. 标记标签的词典,在`conf`目录下，对应`tag.dic`
+
++ 在训练和预测阶段，我们都需要进行原始数据的预处理，具体处理工作包括：
+
+ 1. 从原始数据文件中抽取出句子和标签，构造句子序列和标签序列
+ 2. 将句子序列中的特殊字符进行转换
+ 3. 依据词典获取词对应的整数索引
+
+### 代码结构说明
+```text
+├── README.md # 本文档
+├── data/ # 存放数据集的目录
+├── conf/ # 词典及程序默认配置的目录
+├── images/ # 文档图片存放位置
+├── utils/ # 常用工具函数
+├── train.py # 训练脚本
+├── predict.py # 预测脚本
+├── eval.py # 词法分析评估的脚本
+├── downloads.py # 用于下载数据和模型的脚本
+├── downloads.sh # 用于下载数据和模型的脚本
+└──reader.py # 文件读取相关函数
+```
+
+
+## 4. 其他
+### 在论文中引用 sequence tagging
+
+如果您的学术工作成果中使用了 sequence tagging，请您增加下述引用。我们非常欣慰sequence tagging模型能够对您的学术工作带来帮助。
+
+```text
+@article{jiao2018LAC,
+ title={Chinese Lexical Analysis with Deep Bi-GRU-CRF Network},
+ author={Jiao, Zhenyu and Sun, Shuqi and Sun, Ke},
+ journal={arXiv preprint arXiv:1807.01882},
+ year={2018},
+ url={https://arxiv.org/abs/1807.01882}
+}
+```
+### 如何贡献代码
+如果你可以修复某个 issue 或者增加一个新功能，欢迎给我们提交PR。如果对应的PR被接受了，我们将根据贡献的质量和难度 进行打分（0-5分，越高越好）。如果你累计获得了 10 分，可以联系我们获得面试机会或为你写推荐信。
diff --git a/sequence_tagging/conf/q2b.dic b/sequence_tagging/conf/q2b.dic
new file mode 100755
index 0000000000000000000000000000000000000000..d1f14691e228be8a5d5d1385ad968bcafab0c07a
--- /dev/null
+++ b/sequence_tagging/conf/q2b.dic
@@ -0,0 +1,172 @@
+
+、 ,
+。 .
+— -
+～ ~
+‖ |
+… .
+‘ '
+’ '
+“ "
+” "
+〔 (
+〕 )
+〈 <
+〉 >
+「 '
+」 '
+『 "
+』 "
+〖 [
+〗 ]
+【 [
+】 ]
+∶ :
+＄ $
+！ !
+＂ "
+＃ #
+％ %
+＆ &
+＇ '
+（ (
+） )
+＊ *
+＋ +
+， ,
+－ -
+． .
+／ /
+０ 0
+１ 1
+２ 2
+３ 3
+４ 4
+５ 5
+６ 6
+７ 7
+８ 8
+９ 9
+： :
+； ;
+＜ <
+＝ =
+＞ >
+？ ?
+＠ @
+Ａ a
+Ｂ b
+Ｃ c
+Ｄ d
+Ｅ e
+Ｆ f
+Ｇ g
+Ｈ h
+Ｉ i
+Ｊ j
+Ｋ k
+Ｌ l
+Ｍ m
+Ｎ n
+Ｏ o
+Ｐ p
+Ｑ q
+Ｒ r
+Ｓ s
+Ｔ t
+Ｕ u
+Ｖ v
+Ｗ w
+Ｘ x
+Ｙ y
+Ｚ z
+［ [
+＼ \
+］ ]
+＾ ^
+＿ _
+｀ `
+ａ a
+ｂ b
+ｃ c
+ｄ d
+ｅ e
+ｆ f
+ｇ g
+ｈ h
+ｉ i
+ｊ j
+ｋ k
+ｌ l
+ｍ m
+ｎ n
+ｏ o
+ｐ p
+ｑ q
+ｒ r
+ｓ s
+ｔ t
+ｕ u
+ｖ v
+ｗ w
+ｘ x
+ｙ y
+ｚ z
+｛ {
+｜ |
+｝ }
+￣ ~
+〝 "
+〞 "
+﹐ ,
+﹑ ,
+﹒ .
+﹔ ;
+﹕ :
+﹖ ?
+﹗ !
+﹙ (
+﹚ )
+﹛ {
+﹜ {
+﹝ [
+﹞ ]
+﹟ #
+﹠ &
+﹡ *
+﹢ +
+﹣ -
+﹤ <
+﹥ >
+﹦ =
+﹨ \
+﹩ $
+﹪ %
+﹫ @
+ ,
+A a
+B b
+C c
+D d
+E e
+F f
+G g
+H h
+I i
+J j
+K k
+L l
+M m
+N n
+O o
+P p
+Q q
+R r
+S s
+T t
+U u
+V v
+W w
+X x
+Y y
+Z z
diff --git a/sequence_tagging/conf/tag.dic b/sequence_tagging/conf/tag.dic
new file mode 100755
index 0000000000000000000000000000000000000000..753fa9670e92b45a9daa54ddcb1e2f06491a792e
--- /dev/null
+++ b/sequence_tagging/conf/tag.dic
@@ -0,0 +1,57 @@
+0 a-B
+1 a-I
+2 ad-B
+3 ad-I
+4 an-B
+5 an-I
+6 c-B
+7 c-I
+8 d-B
+9 d-I
+10 f-B
+11 f-I
+12 m-B
+13 m-I
+14 n-B
+15 n-I
+16 nr-B
+17 nr-I
+18 ns-B
+19 ns-I
+20 nt-B
+21 nt-I
+22 nw-B
+23 nw-I
+24 nz-B
+25 nz-I
+26 p-B
+27 p-I
+28 q-B
+29 q-I
+30 r-B
+31 r-I
+32 s-B
+33 s-I
+34 t-B
+35 t-I
+36 u-B
+37 u-I
+38 v-B
+39 v-I
+40 vd-B
+41 vd-I
+42 vn-B
+43 vn-I
+44 w-B
+45 w-I
+46 xc-B
+47 xc-I
+48 PER-B
+49 PER-I
+50 LOC-B
+51 LOC-I
+52 ORG-B
+53 ORG-I
+54 TIME-B
+55 TIME-I
+56 O
diff --git a/sequence_tagging/conf/word.dic b/sequence_tagging/conf/word.dic
new file mode 100755
index 0000000000000000000000000000000000000000..d0ec32491250c8da85800069e4ca7260c6c3700f
--- /dev/null
+++ b/sequence_tagging/conf/word.dic
@@ -0,0 +1,20940 @@
+0 a
+1 e
+2 i
+3 n
+4 o
+5 s
+6 r
+7 t
+8 l
+9 0
+10 u
+11 c
+12 1
+13 d
+14 m
+15 h
+16 g
+17 2
+18 p
+19 b
+20 y
+21 5
+22 3
+23 8
+24 6
+25 k
+26 A
+27 4
+28 9
+29 f
+30 7
+31 S
+32 v
+33 E
+34 w
+35 z
+36 C
+37 x
+38 T
+39 I
+40 j
+41 M
+42 R
+43 O
+44 D
+45 L
+46 N
+47 B
+48 P
+49 H
+50 G
+51 李
+52 F
+53 K
+54 王
+55 张
+56 q
+57 U
+58 刘
+59 陈
+60 W
+61 Y
+62 V
+63 斯
+64 文
+65 X
+66 J
+67 Z
+68 华
+69 明
+70 尔
+71 林
+72 德
+73 晓
+74 杨
+75 金
+76 Q
+77 克
+78 小
+79 志
+80 国
+81 海
+82 丽
+83 平
+84 玉
+85 黄
+86 吴
+87 建
+88 特
+89 拉
+90 子
+91 赵
+92 利
+93 马
+94 军
+95 周
+96 亚
+97 伟
+98 东
+99 红
+100 龙
+101 春
+102 云
+103 生
+104 朱
+105 孙
+106 徐
+107 永
+108 达
+109 美
+110 安
+111 杰
+112 卡
+113 天
+114 新
+115 罗
+116 里
+117 大
+118 光
+119 波
+120 家
+121 成
+122 福
+123 高
+124 胡
+125 荣
+126 英
+127 阿
+128 思
+129 立
+130 瑞
+131 峰
+132 宝
+133 郭
+134 清
+135 兰
+136 西
+137 山
+138 维
+139 爱
+140 宇
+141 佳
+142 辉
+143 俊
+144 雅
+145 庆
+146 尼
+147 梅
+148 格
+149 之
+150 一
+151 君
+152 忠
+153 强
+154 学
+155 世
+156 雪
+157 良
+158 民
+159 芳
+160 郑
+161 敏
+162 秀
+163 迪
+164 元
+165 洪
+166 祥
+167 泽
+168 中
+169 康
+170 科
+171 嘉
+172 正
+173 飞
+174 巴
+175 兴
+176 松
+177 恩
+178 江
+179 乐
+180 宏
+181 振
+182 斌
+183 路
+184 雨
+185 娜
+186 雷
+187 玲
+188 长
+189 多
+190 凯
+191 米
+192 加
+193 奇
+194 吉
+195 青
+196 武
+197 水
+198 布
+199 力
+200 燕
+201 纳
+202 白
+203 慧
+204 宋
+205 万
+206 莱
+207 勇
+208 丹
+209 威
+210 宁
+211 南
+212 士
+213 堂
+214 何
+215 普
+216 洛
+217 秋
+218 胜
+219 仁
+220 韩
+221 奥
+222 富
+223 丁
+224 月
+225 石
+226 方
+227 博
+228 森
+229 艳
+230 鹏
+231 刚
+232 凤
+233 诺
+234 阳
+235 涛
+236 叶
+237 香
+238 比
+239 曹
+240 少
+241 昌
+242 泰
+243 伊
+244 亮
+245 沈
+246 霞
+247 梁
+248 菲
+249 谢
+250 唐
+251 智
+252 梦
+253 希
+254 曼
+255 贝
+256 杜
+257 木
+258 花
+259 苏
+260 星
+261 萍
+262 心
+263 景
+264 超
+265 欣
+266 树
+267 广
+268 许
+269 伯
+270 来
+271 夫
+272 塔
+273 卫
+274 义
+275 冯
+276 可
+277 田
+278 道
+279 圣
+280 汉
+281 三
+282 娟
+283 友
+284 夏
+285 基
+286 宗
+287 人
+288 贵
+289 婷
+290 鲁
+291 根
+292 艾
+293 静
+294 诗
+295 惠
+296 法
+297 蔡
+298 玛
+299 喜
+300 浩
+301 欧
+302 保
+303 潘
+304 风
+305 莉
+306 珍
+307 源
+308 桂
+309 远
+310 孟
+311 沙
+312 继
+313 顺
+314 锦
+315 邓
+316 贤
+317 书
+318 全
+319 得
+320 轩
+321 通
+322 吕
+323 才
+324 妮
+325 董
+326 曾
+327 彭
+328 雄
+329 琴
+330 旭
+331 袁
+332 城
+333 琳
+334 芬
+335 豪
+336 村
+337 卢
+338 剑
+339 蒋
+340 伦
+341 培
+342 魏
+343 瓦
+344 哈
+345 莫
+346 丝
+347 兵
+348 古
+349 银
+350 泉
+351 发
+352 传
+353 群
+354 若
+355 虎
+356 连
+357 如
+358 肖
+359 鑫
+360 盛
+361 先
+362 凡
+363 鸿
+364 图
+365 章
+366 姜
+367 琪
+368 启
+369 柏
+370 耀
+371 开
+372 依
+373 坤
+374 有
+375 萨
+376 怡
+377 崔
+378 川
+379 祖
+380 尚
+381 贾
+382 园
+383 素
+384 托
+385 淑
+386 健
+387 彦
+388 余
+389 双
+390 信
+391 麦
+392 范
+393 汪
+394 蒂
+395 程
+396 朝
+397 和
+398 然
+399 本
+400 塞
+401 灵
+402 秦
+403 铭
+404 河
+405 进
+406 姆
+407 百
+408 陆
+409 彬
+410 锋
+411 洁
+412 莲
+413 冰
+414 晨
+415 邦
+416 兆
+417 钟
+418 日
+419 绍
+420 铁
+421 怀
+422 赛
+423 善
+424 舒
+425 恒
+426 其
+427 行
+428 旺
+429 修
+430 易
+431 任
+432 莎
+433 .
+434 顾
+435 艺
+436 丰
+437 皮
+438 帕
+439 延
+440 隆
+441 门
+442 太
+443 哲
+444 定
+445 蒙
+446 洋
+447 紫
+448 庄
+449 姚
+450 戴
+451 向
+452 顿
+453 礼
+454 权
+455 桥
+456 颖
+457 镇
+458 茂
+459 益
+460 露
+461 齐
+462 仙
+463 儿
+464 勒
+465 地
+466 真
+467 凌
+468 毛
+469 佩
+470 冬
+471 弗
+472 九
+473 润
+474 涵
+475 千
+476 史
+477 碧
+478 自
+479 承
+480 彩
+481 翔
+482 乔
+483 施
+484 治
+485 索
+486 会
+487 运
+488 卓
+489 毅
+490 年
+491 莹
+492 沃
+493 于
+494 孔
+495 薛
+496 业
+497 柳
+498 内
+499 钱
+500 廷
+501 登
+502 仕
+503 熙
+504 守
+505 敬
+506 孝
+507 雯
+508 增
+509 相
+510 时
+511 楠
+512 二
+513 竹
+514 谷
+515 不
+516 牛
+517 好
+518 京
+519 仲
+520 赫
+521 黑
+522 朗
+523 汤
+524 悦
+525 蓝
+526 公
+527 梓
+528 珠
+529 芝
+530 苑
+531 炳
+532 奎
+533 黎
+534 老
+535 佛
+536 谭
+537 鱼
+538 尹
+539 神
+540 温
+541 帝
+542 锡
+543 陶
+544 墨
+545 媛
+546 上
+547 乌
+548 常
+549 言
+550 熊
+551 化
+552 火
+553 升
+554 庭
+555 臣
+556 同
+557 头
+558 晶
+559 磊
+560 楚
+561 提
+562 优
+563 勤
+564 歌
+565 岩
+566 琦
+567 草
+568 韦
+569 库
+570 溪
+571 逸
+572 五
+573 政
+574 冠
+575 果
+576 跃
+577 辰
+578 柯
+579 戈
+580 廖
+581 薇
+582 琼
+583 申
+584 占
+585 湖
+586 辛
+587 代
+588 四
+589 严
+590 扎
+591 倩
+592 邹
+593 乃
+594 宜
+595 捷
+596 理
+597 洲
+598 鸣
+599 邱
+600 栋
+601 翠
+602 睿
+603 满
+604 容
+605 霖
+606 纪
+607 岳
+608 卿
+609 羽
+610 扬
+611 阁
+612 亦
+613 邵
+614 居
+615 久
+616 桑
+617 寿
+618 记
+619 北
+620 哥
+621 瑶
+622 埃
+623 彤
+624 贺
+625 菊
+626 湘
+627 诚
+628 宾
+629 郝
+630 非
+631 珊
+632 存
+633 无
+634 颜
+635 意
+636 盖
+637 é
+638 霍
+639 初
+640 派
+641 野
+642 摩
+643 妍
+644 应
+645 口
+646 馨
+647 名
+648 坚
+649 品
+650 能
+651 寒
+652 纯
+653 蓉
+654 声
+655 葛
+656 航
+657 以
+658 坦
+659 童
+660 尤
+661 色
+662 晴
+663 令
+664 重
+665 聪
+666 芙
+667 亭
+668 柱
+669 合
+670 兹
+671 育
+672 音
+673 厚
+674 迈
+675 付
+676 奈
+677 语
+678 情
+679 宫
+680 列
+681 都
+682 钦
+683 炎
+684 必
+685 客
+686 蕾
+687 龚
+688 笑
+689 左
+690 作
+691 楼
+692 切
+693 娇
+694 宪
+695 韵
+696 农
+697 流
+698 密
+699 关
+700 岭
+701 干
+702 为
+703 夜
+704 氏
+705 微
+706 男
+707 显
+708 腾
+709 甘
+710 娅
+711 晋
+712 昊
+713 仪
+714 查
+715 焕
+716 姬
+717 印
+718 台
+719 苗
+720 钰
+721 甲
+722 勋
+723 车
+724 班
+725 锐
+726 原
+727 虹
+728 六
+729 段
+730 曲
+731 崇
+732 七
+733 茹
+734 萌
+735 &
+736 巧
+737 州
+738 那
+739 标
+740 俞
+741 堡
+742 劳
+743 联
+744 土
+745 血
+746 起
+747 乡
+748 瑜
+749 岛
+750 池
+751 战
+752 师
+753 茶
+754 鹤
+755 彪
+756 鼎
+757 婉
+758 裕
+759 季
+760 耶
+761 闫
+762 冷
+763 昆
+764 知
+765 绿
+766 麟
+767 朵
+768 默
+769 贞
+770 什
+771 赖
+772 倪
+773 尧
+774 灿
+775 因
+776 官
+777 昭
+778 奕
+779 穆
+780 佐
+781 影
+782 荷
+783 功
+784 撒
+785 照
+786 井
+787 宽
+788 桐
+789 萱
+790 坊
+791 聚
+792 萧
+793 球
+794 璐
+795 晖
+796 鬼
+797 面
+798 字
+799 慕
+800 费
+801 越
+802 约
+803 曦
+804 后
+805 欢
+806 枫
+807 玮
+808 殷
+809 包
+810 念
+811 八
+812 汝
+813 翰
+814 黃
+815 奴
+816 手
+817 望
+818 茜
+819 儒
+820 傅
+821 气
+822 玄
+823 黛
+824 汇
+825 肯
+826 龍
+827 耐
+828 佑
+829 湾
+830 单
+831 岚
+832 舍
+833 热
+834 昂
+835 步
+836 钢
+837 环
+838 御
+839 缘
+840 伍
+841 下
+842 机
+843 乾
+844 魔
+845 前
+846 震
+847 巨
+848 线
+849 皓
+850 盈
+851 庞
+852 谦
+853 宣
+854 女
+855 体
+856 靖
+857 均
+858 劲
+859 济
+860 硕
+861 营
+862 帆
+863 妙
+864 瑟
+865 财
+866 出
+867 在
+868 炜
+869 味
+870 斗
+871 留
+872 深
+873 芸
+874 耿
+875 沛
+876 经
+877 管
+878 菜
+879 献
+880 外
+881 殿
+882 房
+883 焦
+884 骨
+885 点
+886 禹
+887 禄
+888 毕
+889 桃
+890 空
+891 侯
+892 鹰
+893 岗
+894 津
+895 雁
+896 帅
+897 妃
+898 复
+899 衣
+900 骏
+901 聂
+902 绪
+903 娃
+904 眼
+905 舟
+906 打
+907 分
+908 油
+909 者
+910 度
+911 角
+912 朴
+913 藤
+914 枝
+915 落
+916 亨
+917 游
+918 潮
+919 皇
+920 華
+921 梵
+922 滨
+923 禾
+924 郎
+925 洞
+926 精
+927 烈
+928 翁
+929 允
+930 塘
+931 璇
+932 事
+933 祝
+934 翼
+935 粉
+936 板
+937 赤
+938 盘
+939 昕
+940 蕊
+941 姿
+942 侠
+943 回
+944 á
+945 秉
+946 征
+947 圆
+948 考
+949 茨
+950 娘
+951 邢
+952 电
+953 瑾
+954 酒
+955 寺
+956 尊
+957 冉
+958 边
+959 别
+960 刀
+961 工
+962 筱
+963 馬
+964 坡
+965 弘
+966 樊
+967 裴
+968 柔
+969 甫
+970 妹
+971 浦
+972 锁
+973 渊
+974 映
+975 当
+976 鲍
+977 见
+978 麻
+979 婧
+980 选
+981 牙
+982 烟
+983 翟
+984 钧
+985 屋
+986 冲
+987 放
+988 芹
+989 煜
+990 再
+991 尘
+992 司
+993 创
+994 恋
+995 幼
+996 展
+997 镜
+998 实
+999 浪
+1000 珂
+1001 爽
+1002 驰
+1003 鹿
+1004 吾
+1005 简
+1006 虫
+1007 网
+1008 从
+1009 è
+1010 紅
+1011 食
+1012 赞
+1013 à
+1014 柴
+1015 沟
+1016 魂
+1017 張
+1018 叔
+1019 端
+1020 入
+1021 闻
+1022 耳
+1023 慈
+1024 汀
+1025 集
+1026 郁
+1027 娥
+1028 死
+1029 伏
+1030 观
+1031 鸟
+1032 港
+1033 仓
+1034 芭
+1035 羊
+1036 纽
+1037 詹
+1038 唯
+1039 主
+1040 亿
+1041 旗
+1042 朋
+1043 蔚
+1044 商
+1045 斐
+1046 拜
+1047 凝
+1048 十
+1049 酷
+1050 片
+1051 性
+1052 烨
+1053 長
+1054 寨
+1055 蓓
+1056 动
+1057 魁
+1058 猫
+1059 迎
+1060 魚
+1061 敦
+1062 浮
+1063 東
+1064 用
+1065 霜
+1066 咏
+1067 采
+1068 狼
+1069 解
+1070 衡
+1071 录
+1072 府
+1073 琛
+1074 舞
+1075 街
+1076 澜
+1077 致
+1078 则
+1079 努
+1080 愛
+1081 举
+1082 淼
+1083 ì
+1084 晟
+1085 肉
+1086 身
+1087 巷
+1088 伽
+1089 畅
+1090 典
+1091 首
+1092 ê
+1093 斋
+1094 拿
+1095 沐
+1096 骆
+1097 丙
+1098 狗
+1099 瓜
+1100 內
+1101 细
+1102 í
+1103 视
+1104 屯
+1105 臻
+1106 酸
+1107 速
+1108 頭
+1109 养
+1110 傲
+1111 牧
+1112 添
+1113 直
+1114 鸡
+1115 泊
+1116 勃
+1117 昱
+1118 巍
+1119 宸
+1120 式
+1121 茵
+1122 豆
+1123 休
+1124 半
+1125 场
+1126 蛇
+1127 灯
+1128 临
+1129 玺
+1130 煌
+1131 顶
+1132 次
+1133 忆
+1134 壮
+1135 社
+1136 席
+1137 物
+1138 陵
+1139 醉
+1140 毒
+1141 媚
+1142 風
+1143 积
+1144 佰
+1145 車
+1146 庚
+1147 过
+1148 猛
+1149 菁
+1150 母
+1151 两
+1152 龄
+1153 破
+1154 买
+1155 效
+1156 祺
+1157 發
+1158 玥
+1159 我
+1160 藏
+1161 县
+1162 号
+1163 坎
+1164 训
+1165 嘎
+1166 众
+1167 懿
+1168 ò
+1169 底
+1170 党
+1171 門
+1172 尾
+1173 予
+1174 達
+1175 转
+1176 变
+1177 盟
+1178 是
+1179 阮
+1180 药
+1181 船
+1182 足
+1183 快
+1184 蘭
+1185 毓
+1186 乙
+1187 讯
+1188 杏
+1189 渡
+1190 陽
+1191 而
+1192 拓
+1193 象
+1194 喻
+1195 汗
+1196 眉
+1197 散
+1198 也
+1199 横
+1200 召
+1201 节
+1202 归
+1203 离
+1204 坪
+1205 位
+1206 制
+1207 暗
+1208 榕
+1209 今
+1210 量
+1211 器
+1212 仔
+1213 脱
+1214 所
+1215 交
+1216 结
+1217 轻
+1218 颂
+1219 现
+1220 又
+1221 界
+1222 病
+1223 封
+1224 祁
+1225 寅
+1226 岸
+1227 樱
+1228 阴
+1229 妖
+1230 澳
+1231 期
+1232 历
+1233 命
+1234 绮
+1235 彼
+1236 夕
+1237 丸
+1238 异
+1239 淳
+1240 苦
+1241 ó
+1242 澄
+1243 求
+1244 開
+1245 杀
+1246 途
+1247 ü
+1248 珀
+1249 调
+1250 沁
+1251 國
+1252 反
+1253 零
+1254 茗
+1255 ０
+1256 族
+1257 蒲
+1258 泓
+1259 棠
+1260 引
+1261 弟
+1262 爾
+1263 牌
+1264 团
+1265 至
+1266 独
+1267 娴
+1268 迷
+1269 倒
+1270 瀚
+1271 铃
+1272 苍
+1273 淇
+1274 轮
+1275 狄
+1276 繁
+1277 樂
+1278 卜
+1279 氣
+1280 校
+1281 婚
+1282 断
+1283 霸
+1284 寶
+1285 固
+1286 豹
+1287 韬
+1288 隐
+1289 教
+1290 姓
+1291 １
+1292 极
+1293 带
+1294 走
+1295 羅
+1296 帮
+1297 亞
+1298 净
+1299 婕
+1300 难
+1301 挺
+1302 糖
+1303 招
+1304 凉
+1305 蜜
+1306 收
+1307 数
+1308 奧
+1309 雲
+1310 述
+1311 逊
+1312 杭
+1313 幽
+1314 脚
+1315 ２
+1316 廉
+1317 桦
+1318 灰
+1319 医
+1320 与
+1321 陳
+1322 坝
+1323 芮
+1324 目
+1325 丘
+1326 舜
+1327 覃
+1328 潇
+1329 含
+1330 亲
+1331 铜
+1332 晚
+1333 支
+1334 猪
+1335 画
+1336 玖
+1337 ú
+1338 店
+1339 项
+1340 渝
+1341 排
+1342 旋
+1343 笔
+1344 压
+1345 芷
+1346 报
+1347 強
+1348 乳
+1349 融
+1350 笛
+1351 冈
+1352 的
+1353 棋
+1354 领
+1355 瑛
+1356 屈
+1357 狂
+1358 院
+1359 峻
+1360 孤
+1361 谋
+1362 未
+1363 兔
+1364 鲜
+1365 衍
+1366 术
+1367 吟
+1368 间
+1369 计
+1370 觉
+1371 泥
+1372 乱
+1373 蝶
+1374 倍
+1375 卷
+1376 残
+1377 蓬
+1378 对
+1379 植
+1380 耕
+1381 盾
+1382 迦
+1383 缪
+1384 条
+1385 域
+1386 欲
+1387 杯
+1388 虚
+1389 习
+1390 爷
+1391 早
+1392 麗
+1393 郡
+1394 浅
+1395 退
+1396 纸
+1397 策
+1398 ａ
+1399 活
+1400 窦
+1401 攀
+1402 屏
+1403 刺
+1404 泳
+1405 旦
+1406 补
+1407 防
+1408 姝
+1409 恺
+1410 晔
+1411 肤
+1412 軍
+1413 漫
+1414 失
+1415 滕
+1416 背
+1417 词
+1418 晗
+1419 表
+1420 來
+1421 涂
+1422 坑
+1423 誉
+1424 装
+1425 受
+1426 甜
+1427 機
+1428 邪
+1429 嘴
+1430 雍
+1431 棉
+1432 霄
+1433 针
+1434 荆
+1435 料
+1436 鼠
+1437 革
+1438 炫
+1439 将
+1440 绝
+1441 锅
+1442 取
+1443 電
+1444 宿
+1445 货
+1446 粤
+1447 葵
+1448 姐
+1449 介
+1450 爵
+1451 阔
+1452 涅
+1453 闪
+1454 听
+1455 央
+1456 掌
+1457 近
+1458 贡
+1459 沉
+1460 迟
+1461 改
+1462 配
+1463 庙
+1464 染
+1465 铮
+1466 阎
+1467 芯
+1468 汐
+1469 颐
+1470 蛋
+1471 护
+1472 部
+1473 孚
+1474 伤
+1475 狐
+1476 饭
+1477 鼓
+1478 娄
+1479 戚
+1480 略
+1481 啸
+1482 幸
+1483 滋
+1484 指
+1485 悠
+1486 妻
+1487 脉
+1488 丛
+1489 警
+1490 模
+1491 洗
+1492 奶
+1493 枪
+1494 恶
+1495 宴
+1496 靳
+1497 ３
+1498 契
+1499 想
+1500 床
+1501 泪
+1502 随
+1503 市
+1504 探
+1505 焰
+1506 豫
+1507 點
+1508 住
+1509 淮
+1510 炮
+1511 圈
+1512 吐
+1513 楷
+1514 话
+1515 線
+1516 接
+1517 假
+1518 仇
+1519 射
+1520 蜀
+1521 婴
+1522 佟
+1523 追
+1524 奔
+1525 胶
+1526 晏
+1527 兽
+1528 跳
+1529 弦
+1530 质
+1531 體
+1532 扣
+1533 更
+1534 卉
+1535 梨
+1536 形
+1537 息
+1538 壁
+1539 共
+1540 菱
+1541 闵
+1542 渠
+1543 感
+1544 寻
+1545 盐
+1546 惊
+1547 珺
+1548 慎
+1549 去
+1550 狮
+1551 韶
+1552 雙
+1553 瞳
+1554 宅
+1555 座
+1556 总
+1557 趣
+1558 萬
+1559 短
+1560 奉
+1561 滩
+1562 飛
+1563 扶
+1564 折
+1565 筠
+1566 寇
+1567 ā
+1568 尖
+1569 暖
+1570 弥
+1571 惜
+1572 涌
+1573 符
+1574 ８
+1575 匠
+1576 嫣
+1577 璞
+1578 杉
+1579 让
+1580 雾
+1581 動
+1582 蕴
+1583 处
+1584 宠
+1585 楊
+1586 务
+1587 猴
+1588 翻
+1589 到
+1590 竞
+1591 参
+1592 某
+1593 闽
+1594 送
+1595 匡
+1596 钊
+1597 薄
+1598 磨
+1599 芒
+1600 婵
+1601 厄
+1602 渔
+1603 户
+1604 推
+1605 研
+1606 纲
+1607 恭
+1608 聖
+1609 茅
+1610 资
+1611 宛
+1612 魅
+1613 软
+1614 胎
+1615 鸭
+1616 愚
+1617 喆
+1618 鉴
+1619 荒
+1620 协
+1621 罪
+1622 铎
+1623 迅
+1624 笙
+1625 語
+1626 葆
+1627 匹
+1628 区
+1629 绣
+1630 型
+1631 轶
+1632 额
+1633 消
+1634 靓
+1635 硬
+1636 着
+1637 姣
+1638 偏
+1639 票
+1640 碎
+1641 套
+1642 遥
+1643 冀
+1644 际
+1645 架
+1646 拳
+1647 巫
+1648 ６
+1649 妇
+1650 赋
+1651 私
+1652 曙
+1653 站
+1654 载
+1655 抗
+1656 芦
+1657 膜
+1658 尸
+1659 适
+1660 错
+1661 潭
+1662 击
+1663 俭
+1664 巢
+1665 幻
+1666 婆
+1667 麒
+1668 值
+1669 止
+1670 种
+1671 維
+1672 ｃ
+1673 岐
+1674 後
+1675 伶
+1676 墙
+1677 刃
+1678 缇
+1679 琰
+1680 殇
+1681 烧
+1682 窝
+1683 砚
+1684 無
+1685 矿
+1686 遗
+1687 争
+1688 怪
+1689 ｂ
+1690 末
+1691 逆
+1692 码
+1693 释
+1694 屠
+1695 问
+1696 恬
+1697 腰
+1698 掉
+1699 時
+1700 具
+1701 脸
+1702 璋
+1703 隋
+1704 芽
+1705 控
+1706 壹
+1707 甄
+1708 會
+1709 价
+1710 劫
+1711 菌
+1712 熱
+1713 岁
+1714 痛
+1715 刻
+1716 單
+1717 咸
+1718 書
+1719 兮
+1720 服
+1721 敖
+1722 禁
+1723 差
+1724 沫
+1725 栗
+1726 暮
+1727 倾
+1728 戰
+1729 投
+1730 戏
+1731 币
+1732 要
+1733 造
+1734 冥
+1735 肌
+1736 降
+1737 龟
+1738 低
+1739 ｏ
+1740 痕
+1741 學
+1742 弹
+1743 淡
+1744 迹
+1745 箭
+1746 岑
+1747 读
+1748 灭
+1749 萝
+1750 潜
+1751 穗
+1752 俄
+1753 吊
+1754 虞
+1755 斑
+1756 炉
+1757 肥
+1758 说
+1759 稳
+1760 焱
+1761 隽
+1762 急
+1763 橙
+1764 卞
+1765 雀
+1766 停
+1767 槐
+1768 级
+1769 剧
+1770 姑
+1771 岱
+1772 ｅ
+1773 弄
+1774 脑
+1775 蔓
+1776 论
+1777 壳
+1778 鼻
+1779 圖
+1780 醒
+1781 犬
+1782 堤
+1783 闲
+1784 坐
+1785 专
+1786 蜂
+1787 饶
+1788 证
+1789 液
+1790 莺
+1791 导
+1792 跑
+1793 砂
+1794 谈
+1795 虾
+1796 湛
+1797 杂
+1798 看
+1799 父
+1800 埠
+1801 盲
+1802 敌
+1803 泛
+1804 摇
+1805 翎
+1806 霆
+1807 核
+1808 屿
+1809 换
+1810 股
+1811 产
+1812 呈
+1813 漏
+1814 興
+1815 铺
+1816 刑
+1817 省
+1818 裝
+1819 刁
+1820 曰
+1821 劉
+1822 察
+1823 除
+1824 齿
+1825 峥
+1826 牟
+1827 飘
+1828 律
+1829 鞋
+1830 禅
+1831 瞿
+1832 右
+1833 璟
+1834 滑
+1835 煤
+1836 滢
+1837 琨
+1838 逢
+1839 税
+1840 宮
+1841 状
+1842 納
+1843 谨
+1844 寄
+1845 弓
+1846 练
+1847 序
+1848 纱
+1849 恨
+1850 凱
+1851 寧
+1852 帶
+1853 境
+1854 局
+1855 操
+1856 妤
+1857 裂
+1858 猎
+1859 眠
+1860 泡
+1861 辞
+1862 ｉ
+1863 势
+1864 戎
+1865 室
+1866 順
+1867 透
+1868 享
+1869 演
+1870 裘
+1871 由
+1872 助
+1873 第
+1874 奋
+1875 储
+1876 伐
+1877 沪
+1878 ９
+1879 磁
+1880 拍
+1881 盼
+1882 珈
+1883 贻
+1884 偷
+1885 混
+1886 仰
+1887 队
+1888 場
+1889 胤
+1890 呼
+1891 案
+1892 驹
+1893 还
+1894 铂
+1895 栾
+1896 腿
+1897 响
+1898 禧
+1899 溢
+1900 饼
+1901 ４
+1902 馆
+1903 材
+1904 粮
+1905 姗
+1906 缺
+1907 桢
+1908 業
+1909 歆
+1910 惟
+1911 纹
+1912 祯
+1913 崖
+1914 预
+1915 肇
+1916 連
+1917 悲
+1918 唱
+1919 鹭
+1920 胸
+1921 杆
+1922 暴
+1923 園
+1924 准
+1925 汶
+1926 吳
+1927 钻
+1928 纤
+1929 氧
+1930 冶
+1931 脂
+1932 怨
+1933 島
+1934 爆
+1935 尽
+1936 夹
+1937 挂
+1938 肠
+1939 绵
+1940 崎
+1941 銀
+1942 措
+1943 算
+1944 陀
+1945 橋
+1946 执
+1947 职
+1948 徽
+1949 邑
+1950 瑪
+1951 荡
+1952 戒
+1953 旧
+1954 丑
+1955 浓
+1956 便
+1957 仑
+1958 歇
+1959 縣
+1960 围
+1961 纬
+1962 褚
+1963 丞
+1964 胆
+1965 辅
+1966 减
+1967 贯
+1968 圭
+1969 乘
+1970 率
+1971 別
+1972 藍
+1973 扇
+1974 萊
+1975 瘦
+1976 漢
+1977 ｎ
+1978 滿
+1979 榆
+1980 屹
+1981 廣
+1982 句
+1983 借
+1984 鞠
+1985 垂
+1986 骥
+1987 鐵
+1988 雞
+1989 號
+1990 胃
+1991 玩
+1992 雕
+1993 罕
+1994 墩
+1995 谊
+1996 贼
+1997 對
+1998 件
+1999 编
+2000 ｄ
+2001 嫂
+2002 葉
+2003 栓
+2004 湿
+2005 统
+2006 箱
+2007 庸
+2008 终
+2009 轉
+2010 吹
+2011 噶
+2012 炼
+2013 聯
+2014 谱
+2015 悬
+2016 甸
+2017 兩
+2018 委
+2019 徒
+2020 午
+2021 忘
+2022 藻
+2023 遇
+2024 師
+2025 數
+2026 激
+2027 經
+2028 炯
+2029 怒
+2030 珏
+2031 靈
+2032 熹
+2033 靜
+2034 兒
+2035 報
+2036 調
+2037 圩
+2038 袋
+2039 妆
+2040 各
+2041 祭
+2042 层
+2043 聲
+2044 陌
+2045 幕
+2046 帽
+2047 了
+2048 舌
+2049 碗
+2050 記
+2051 窑
+2052 丕
+2053 貝
+2054 盤
+2055 過
+2056 醇
+2057 紧
+2058 类
+2059 娣
+2060 嵘
+2061 弃
+2062 嵩
+2063 卖
+2064 侨
+2065 ｐ
+2066 块
+2067 束
+2068 绳
+2069 橫
+2070 鄂
+2071 窗
+2072 粒
+2073 膏
+2074 灏
+2075 義
+2076 馥
+2077 藥
+2078 卧
+2079 夷
+2080 诸
+2081 侃
+2082 抱
+2083 絲
+2084 故
+2085 厨
+2086 喷
+2087 荔
+2088 俏
+2089 凶
+2090 斜
+2091 忍
+2092 關
+2093 完
+2094 皖
+2095 逃
+2096 榜
+2097 样
+2098 淫
+2099 運
+2100 喀
+2101 互
+2102 浆
+2103 結
+2104 侧
+2105 闯
+2106 抽
+2107 腊
+2108 秘
+2109 请
+2110 写
+2111 续
+2112 组
+2113 此
+2114 烁
+2115 吸
+2116 销
+2117 翊
+2118 漾
+2119 荫
+2120 進
+2121 ù
+2122 键
+2123 囚
+2124 等
+2125 疏
+2126 弱
+2127 棒
+2128 渣
+2129 嫁
+2130 夺
+2131 链
+2132 懒
+2133 你
+2134 骁
+2135 励
+2136 胖
+2137 螺
+2138 恰
+2139 珉
+2140 须
+2141 墅
+2142 款
+2143 堆
+2144 轴
+2145 整
+2146 咪
+2147 注
+2148 救
+2149 網
+2150 勾
+2151 播
+2152 称
+2153 裸
+2154 频
+2155 棚
+2156 尿
+2157 珑
+2158 旻
+2159 害
+2160 枣
+2161 阵
+2162 备
+2163 稻
+2164 叫
+2165 就
+2166 攻
+2167 辣
+2168 邻
+2169 俐
+2170 昀
+2171 踏
+2172 肝
+2173 坛
+2174 像
+2175 夢
+2176 愿
+2177 斩
+2178 腹
+2179 苟
+2180 愁
+2181 樹
+2182 錢
+2183 蟹
+2184 傻
+2185 鹅
+2186 态
+2187 苇
+2188 筒
+2189 溫
+2190 諾
+2191 蕙
+2192 穿
+2193 紙
+2194 涧
+2195 奸
+2196 厂
+2197 鸥
+2198 琅
+2199 漆
+2200 昶
+2201 檀
+2202 险
+2203 昇
+2204 補
+2205 译
+2206 枕
+2207 悅
+2208 持
+2209 评
+2210 庵
+2211 黔
+2212 煞
+2213 拾
+2214 熟
+2215 试
+2216 题
+2217 浴
+2218 遠
+2219 摆
+2220 邬
+2221 枯
+2222 鞭
+2223 蔻
+2224 ７
+2225 劍
+2226 吃
+2227 勉
+2228 纶
+2229 迁
+2230 伴
+2231 疯
+2232 使
+2233 肃
+2234 审
+2235 梭
+2236 他
+2237 拔
+2238 悟
+2239 穴
+2240 豐
+2241 勝
+2242 實
+2243 綠
+2244 玻
+2245 彻
+2246 告
+2247 蛮
+2248 抢
+2249 瓷
+2250 枢
+2251 系
+2252 峡
+2253 蘇
+2254 淘
+2255 负
+2256 ｓ
+2257 员
+2258 乎
+2259 邊
+2260 賽
+2261 歐
+2262 纵
+2263 哀
+2264 被
+2265 籍
+2266 肩
+2267 尺
+2268 圓
+2269 旅
+2270 漪
+2271 泗
+2272 莊
+2273 臧
+2274 標
+2275 朔
+2276 搜
+2277 塑
+2278 視
+2279 狱
+2280 铸
+2281 筑
+2282 附
+2283 剂
+2284 筋
+2285 柜
+2286 购
+2287 滚
+2288 驴
+2289 腳
+2290 墓
+2291 盆
+2292 骑
+2293 溜
+2294 垒
+2295 陰
+2296 始
+2297 废
+2298 赢
+2299 隔
+2300 粗
+2301 议
+2302 峪
+2303 蒸
+2304 傷
+2305 芊
+2306 砖
+2307 變
+2308 检
+2309 巾
+2310 充
+2311 免
+2312 版
+2313 拼
+2314 笼
+2315 袖
+2316 滔
+2317 鴻
+2318 貨
+2319 置
+2320 疮
+2321 灌
+2322 槽
+2323 厉
+2324 錦
+2325 瓶
+2326 企
+2327 栖
+2328 吧
+2329 睡
+2330 渭
+2331 梯
+2332 胥
+2333 织
+2334 價
+2335 荟
+2336 坏
+2337 唇
+2338 澈
+2339 臭
+2340 怜
+2341 赌
+2342 玫
+2343 柒
+2344 囊
+2345 慢
+2346 樓
+2347 穷
+2348 養
+2349 扫
+2350 僧
+2351 鸽
+2352 凰
+2353 燃
+2354 溶
+2355 绒
+2356 勿
+2357 亡
+2358 贴
+2359 燈
+2360 詞
+2361 宰
+2362 湯
+2363 鲸
+2364 帛
+2365 漠
+2366 饰
+2367 吻
+2368 條
+2369 惑
+2370 詩
+2371 做
+2372 ｕ
+2373 財
+2374 阅
+2375 移
+2376 忧
+2377 诱
+2378 麥
+2379 奚
+2380 串
+2381 級
+2382 奖
+2383 寂
+2384 剪
+2385 盗
+2386 偶
+2387 妈
+2388 驿
+2389 突
+2390 滴
+2391 煊
+2392 昔
+2393 往
+2394 限
+2395 帐
+2396 蛟
+2397 败
+2398 輝
+2399 椿
+2400 殺
+2401 酱
+2402 約
+2403 撞
+2404 痴
+2405 庐
+2406 寰
+2407 陪
+2408 苹
+2409 辽
+2410 霓
+2411 擎
+2412 澤
+2413 俗
+2414 嗣
+2415 拥
+2416 ｔ
+2417 碟
+2418 待
+2419 菡
+2420 缸
+2421 傳
+2422 阶
+2423 络
+2424 欠
+2425 兄
+2426 殊
+2427 枭
+2428 遂
+2429 難
+2430 環
+2431 课
+2432 危
+2433 巡
+2434 話
+2435 耘
+2436 樟
+2437 逐
+2438 候
+2439 遊
+2440 爪
+2441 钉
+2442 畫
+2443 當
+2444 疆
+2445 插
+2446 糕
+2447 薪
+2448 阻
+2449 缩
+2450 頂
+2451 割
+2452 袭
+2453 弯
+2454 挑
+2455 铨
+2456 見
+2457 葬
+2458 咒
+2459 倚
+2460 祎
+2461 贷
+2462 輪
+2463 筆
+2464 测
+2465 產
+2466 蜡
+2467 每
+2468 脫
+2469 腔
+2470 仟
+2471 叙
+2472 ｈ
+2473 肾
+2474 領
+2475 误
+2476 熠
+2477 邮
+2478 荃
+2479 ē
+2480 稅
+2481 径
+2482 扁
+2483 臨
+2484 ｇ
+2485 绯
+2486 蓮
+2487 缝
+2488 伪
+2489 悉
+2490 碳
+2491 丫
+2492 魯
+2493 援
+2494 宙
+2495 蚁
+2496 換
+2497 費
+2498 莘
+2499 刊
+2500 區
+2501 疾
+2502 炬
+2503 己
+2504 巩
+2505 祈
+2506 伞
+2507 妥
+2508 孜
+2509 襄
+2510 拖
+2511 呆
+2512 汁
+2513 猿
+2514 疑
+2515 赟
+2516 及
+2517 叉
+2518 缠
+2519 裤
+2520 硫
+2521 翘
+2522 丧
+2523 识
+2524 赐
+2525 頓
+2526 椰
+2527 戶
+2528 ｘ
+2529 浙
+2530 笃
+2531 壶
+2532 哉
+2533 饮
+2534 俪
+2535 碑
+2536 倫
+2537 潤
+2538 截
+2539 棍
+2540 规
+2541 餐
+2542 岙
+2543 稿
+2544 绘
+2545 骐
+2546 牢
+2547 累
+2548 葱
+2549 裙
+2550 衫
+2551 侍
+2552 哨
+2553 離
+2554 叹
+2555 祸
+2556 避
+2557 萃
+2558 蒿
+2559 哭
+2560 將
+2561 几
+2562 渐
+2563 决
+2564 供
+2565 斷
+2566 困
+2567 租
+2568 闷
+2569 灼
+2570 氯
+2571 扑
+2572 例
+2573 膠
+2574 間
+2575 橘
+2576 虛
+2577 飯
+2578 尉
+2579 蟲
+2580 赣
+2581 涼
+2582 灾
+2583 質
+2584 犯
+2585 %
+2586 導
+2587 節
+2588 轨
+2589 拐
+2590 瀛
+2591 骞
+2592 沅
+2593 妾
+2594 骅
+2595 旁
+2596 觅
+2597 且
+2598 示
+2599 似
+2600 赏
+2601 粟
+2602 復
+2603 哑
+2604 觀
+2605 敢
+2606 只
+2607 烏
+2608 親
+2609 姨
+2610 豬
+2611 著
+2612 選
+2613 浚
+2614 兜
+2615 监
+2616 驾
+2617 并
+2618 蚕
+2619 針
+2620 磷
+2621 扩
+2622 烂
+2623 履
+2624 泼
+2625 闹
+2626 泾
+2627 办
+2628 吞
+2629 蛙
+2630 焊
+2631 坟
+2632 盒
+2633 愈
+2634 ｙ
+2635 焚
+2636 抓
+2637 偉
+2638 垚
+2639 烤
+2640 羚
+2641 淋
+2642 披
+2643 阙
+2644 ｍ
+2645 罡
+2646 慰
+2647 洼
+2648 髮
+2649 柄
+2650 燒
+2651 荻
+2652 弈
+2653 番
+2654 參
+2655 技
+2656 碱
+2657 捕
+2658 夸
+2659 逼
+2660 漂
+2661 鳞
+2662 慶
+2663 鸾
+2664 裳
+2665 樵
+2666 隊
+2667 懋
+2668 稀
+2669 預
+2670 验
+2671 缓
+2672 旱
+2673 函
+2674 稚
+2675 鲨
+2676 幅
+2677 佘
+2678 資
+2679 返
+2680 划
+2681 專
+2682 沖
+2683 忌
+2684 藩
+2685 璃
+2686 奏
+2687 陇
+2688 腸
+2689 鎮
+2690 廊
+2691 批
+2692 绫
+2693 签
+2694 幺
+2695 忻
+2696 璧
+2697 肽
+2698 涉
+2699 桶
+2700 苔
+2701 搭
+2702 替
+2703 種
+2704 把
+2705 鳳
+2706 減
+2707 苓
+2708 锤
+2709 優
+2710 煙
+2711 即
+2712 舰
+2713 颈
+2714 贱
+2715 钩
+2716 冻
+2717 獨
+2718 銅
+2719 卯
+2720 妞
+2721 碰
+2722 袍
+2723 赶
+2724 填
+2725 霁
+2726 债
+2727 闸
+2728 择
+2729 趙
+2730 胺
+2731 阜
+2732 絕
+2733 刮
+2734 罐
+2735 虐
+2736 扭
+2737 铝
+2738 钙
+2739 聘
+2740 汽
+2741 铅
+2742 牵
+2743 烽
+2744 棣
+2745 葯
+2746 恕
+2747 藝
+2748 售
+2749 極
+2750 壓
+2751 喉
+2752 皂
+2753 触
+2754 異
+2755 彈
+2756 菇
+2757 翅
+2758 垫
+2759 腦
+2760 寸
+2761 珩
+2762 锌
+2763 昏
+2764 膳
+2765 逝
+2766 绅
+2767 损
+2768 現
+2769 ｌ
+2770 肺
+2771 畏
+2772 伙
+2773 煦
+2774 挽
+2775 韓
+2776 涤
+2777 ｖ
+2778 霏
+2779 恐
+2780 炸
+2781 貓
+2782 鳥
+2783 芋
+2784 笠
+2785 冢
+2786 坂
+2787 叠
+2788 皋
+2789 腐
+2790 桓
+2791 噴
+2792 皆
+2793 蝉
+2794 崩
+2795 鋼
+2796 忙
+2797 疗
+2798 篇
+2799 鄉
+2800 跨
+2801 答
+2802 衛
+2803 涩
+2804 庫
+2805 處
+2806 驼
+2807 硝
+2808 堃
+2809 試
+2810 務
+2811 棕
+2812 孕
+2813 杖
+2814 爹
+2815 劇
+2816 椒
+2817 拙
+2818 兼
+2819 诡
+2820 册
+2821 應
+2822 栏
+2823 仿
+2824 抛
+2825 卒
+2826 访
+2827 枚
+2828 鲤
+2829 ｆ
+2830 卵
+2831 孽
+2832 蚀
+2833 认
+2834 歪
+2835 厦
+2836 钛
+2837 挖
+2838 哇
+2839 熏
+2840 涯
+2841 悍
+2842 咬
+2843 曉
+2844 竺
+2845 厝
+2846 說
+2847 鲲
+2848 遮
+2849 榮
+2850 弋
+2851 跟
+2852 臂
+2853 貴
+2854 禮
+2855 創
+2856 骄
+2857 讲
+2858 距
+2859 硅
+2860 灣
+2861 恆
+2862 權
+2863 臺
+2864 览
+2865 贫
+2866 圃
+2867 孑
+2868 磐
+2869 澎
+2870 醫
+2871 陸
+2872 刷
+2873 笋
+2874 属
+2875 贪
+2876 町
+2877 堰
+2878 闭
+2879 彰
+2880 账
+2881 已
+2882 評
+2883 侬
+2884 農
+2885 覆
+2886 拨
+2887 炒
+2888 洙
+2889 臉
+2890 媒
+2891 爬
+2892 捞
+2893 嫩
+2894 肚
+2895 鏡
+2896 驱
+2897 伸
+2898 甚
+2899 掛
+2900 垣
+2901 况
+2902 滞
+2903 匯
+2904 催
+2905 傑
+2906 ū
+2907 總
+2908 桔
+2909 猜
+2910 炽
+2911 職
+2912 冒
+2913 莽
+2914 聽
+2915 骚
+2916 洒
+2917 曜
+2918 衰
+2919 绕
+2920 暄
+2921 诉
+2922 授
+2923 奢
+2924 題
+2925 晃
+2926 眸
+2927 踢
+2928 妄
+2929 護
+2930 簡
+2931 丈
+2932 灶
+2933 诊
+2934 罩
+2935 醋
+2936 桩
+2937 崗
+2938 绞
+2939 沧
+2940 裁
+2941 拆
+2942 镁
+2943 犁
+2944 判
+2945 尕
+2946 氢
+2947 鸠
+2948 劝
+2949 竖
+2950 飚
+2951 最
+2952 蹄
+2953 羡
+2954 陷
+2955 缨
+2956 旷
+2957 页
+2958 翌
+2959 烛
+2960 筝
+2961 毁
+2962 戀
+2963 荀
+2964 陂
+2965 貼
+2966 鶴
+2967 讀
+2968 輕
+2969 档
+2970 抚
+2971 副
+2972 订
+2973 槍
+2974 凹
+2975 編
+2976 稼
+2977 拱
+2978 雏
+2979 碼
+2980 桌
+2981 霉
+2982 睦
+2983 骊
+2984 摸
+2985 證
+2986 茄
+2987 絮
+2988 匪
+2989 豚
+2990 酥
+2991 團
+2992 厅
+2993 获
+2994 鸦
+2995 押
+2996 沿
+2997 逗
+2998 愉
+2999 椅
+3000 卦
+3001 鞍
+3002 笨
+3003 寫
+3004 純
+3005 緣
+3006 竟
+3007 組
+3008 抄
+3009 滇
+3010 粪
+3011 鍋
+3012 淦
+3013 佬
+3014 泣
+3015 弼
+3016 俠
+3017 旸
+3018 浑
+3019 绥
+3020 设
+3021 薯
+3022 梧
+3023 亢
+3024 幹
+3025 症
+3026 舫
+3027 煮
+3028 咔
+3029 軟
+3030 賢
+3031 賣
+3032 狀
+3033 癌
+3034 氨
+3035 靠
+3036 細
+3037 揭
+3038 构
+3039 彧
+3040 帘
+3041 卤
+3042 秒
+3043 镭
+3044 潼
+3045 ｋ
+3046 韧
+3047 栩
+3048 熔
+3049 坞
+3050 污
+3051 遵
+3052 製
+3053 孫
+3054 羲
+3055 忽
+3056 勐
+3057 營
+3058 纷
+3059 殘
+3060 脊
+3061 寡
+3062 洵
+3063 仆
+3064 劈
+3065 辩
+3066 鐘
+3067 缤
+3068 禽
+3069 甬
+3070 勺
+3071 佃
+3072 茸
+3073 蛾
+3074 谁
+3075 虽
+3076 痰
+3077 凸
+3078 酮
+3079 腕
+3080 宵
+3081 穹
+3082 惡
+3083 計
+3084 ｒ
+3085 钓
+3086 抵
+3087 给
+3088 晕
+3089 課
+3090 許
+3091 員
+3092 综
+3093 茉
+3094 亂
+3095 啟
+3096 問
+3097 捐
+3098 烦
+3099 脆
+3100 備
+3101 棱
+3102 埋
+3103 泷
+3104 洽
+3105 珞
+3106 婦
+3107 羞
+3108 确
+3109 隨
+3110 犀
+3111 蚊
+3112 毫
+3113 謝
+3114 糊
+3115 颠
+3116 喵
+3117 胞
+3118 邸
+3119 軒
+3120 測
+3121 份
+3122 斧
+3123 弧
+3124 矛
+3125 冕
+3126 琉
+3127 狸
+3128 扒
+3129 甩
+3130 肆
+3131 柚
+3132 屎
+3133 庶
+3134 蓋
+3135 額
+3136 否
+3137 擊
+3138 鴨
+3139 旨
+3140 峙
+3141 騰
+3142 購
+3143 歸
+3144 遁
+3145 檢
+3146 缔
+3147 矮
+3148 煎
+3149 紋
+3150 浸
+3151 梗
+3152 瑰
+3153 闺
+3154 挡
+3155 砍
+3156 筹
+3157 涟
+3158 宥
+3159 纺
+3160 贸
+3161 聊
+3162 缅
+3163 沣
+3164 芃
+3165 銷
+3166 潞
+3167 溥
+3168 虱
+3169 矢
+3170 梳
+3171 输
+3172 晁
+3173 穎
+3174 獸
+3175 呂
+3176 飒
+3177 頻
+3178 析
+3179 帖
+3180 懷
+3181 旬
+3182 裡
+3183 焉
+3184 漁
+3185 層
+3186 个
+3187 跌
+3188 粘
+3189 役
+3190 揚
+3191 鵬
+3192 鳌
+3193 驻
+3194 罚
+3195 晞
+3196 乖
+3197 搏
+3198 岔
+3199 氮
+3200 琢
+3201 粹
+3202 碘
+3203 抹
+3204 骗
+3205 湄
+3206 玟
+3207 鸢
+3208 沸
+3209 誓
+3210 歡
+3211 削
+3212 臀
+3213 铠
+3214 滾
+3215 憨
+3216 框
+3217 耗
+3218 摘
+3219 责
+3220 障
+3221 赠
+3222 遺
+3223 瑄
+3224 搖
+3225 鷹
+3226 踪
+3227 歷
+3228 嶺
+3229 葳
+3230 瑤
+3231 倉
+3232 潔
+3233 拒
+3234 統
+3235 据
+3236 衬
+3237 麓
+3238 啦
+3239 怕
+3240 魄
+3241 窃
+3242 侵
+3243 為
+3244 薩
+3245 璨
+3246 署
+3247 蒼
+3248 叁
+3249 炭
+3250 類
+3251 炀
+3252 讨
+3253 聆
+3254 蝇
+3255 冤
+3256 轰
+3257 裔
+3258 粥
+3259 涨
+3260 沂
+3261 沼
+3262 決
+3263 悔
+3264 壽
+3265 夙
+3266 荼
+3267 ī
+3268 按
+3269 担
+3270 堪
+3271 卑
+3272 尋
+3273 苯
+3274 垢
+3275 忱
+3276 濠
+3277 貌
+3278 骂
+3279 澍
+3280 靡
+3281 谜
+3282 館
+3283 璜
+3284 隱
+3285 拴
+3286 瞬
+3287 扰
+3288 违
+3289 铿
+3290 聿
+3291 瞻
+3292 犹
+3293 箫
+3294 酉
+3295 很
+3296 勞
+3297 岡
+3298 燮
+3299 蔺
+3300 薰
+3301 缚
+3302 锭
+3303 楓
+3304 绩
+3305 督
+3306 芥
+3307 茧
+3308 緊
+3309 坠
+3310 辜
+3311 辈
+3312 惨
+3313 搬
+3314 翀
+3315 幣
+3316 镐
+3317 涓
+3318 敛
+3319 锚
+3320 錯
+3321 凭
+3322 埔
+3323 劣
+3324 吏
+3325 糜
+3326 浊
+3327 術
+3328 積
+3329 却
+3330 刹
+3331 蒜
+3332 溯
+3333 餅
+3334 瞎
+3335 锴
+3336 钜
+3337 籽
+3338 掩
+3339 孩
+3340 簽
+3341 驚
+3342 肿
+3343 邝
+3344 谟
+3345 ě
+3346 億
+3347 患
+3348 終
+3349 襟
+3350 跪
+3351 獅
+3352 没
+3353 浣
+3354 渚
+3355 痞
+3356 脾
+3357 滤
+3358 凄
+3359 歧
+3360 鎖
+3361 柠
+3362 態
+3363 擒
+3364 泄
+3365 皙
+3366 晒
+3367 陕
+3368 柿
+3369 锟
+3370 膝
+3371 握
+3372 濕
+3373 循
+3374 淹
+3375 敷
+3376 樣
+3377 規
+3378 挚
+3379 址
+3380 論
+3381 株
+3382 仗
+3383 稱
+3384 還
+3385 氟
+3386 辟
+3387 谛
+3388 谌
+3389 譜
+3390 锥
+3391 亏
+3392 阀
+3393 锯
+3394 蛊
+3395 撤
+3396 扯
+3397 钞
+3398 獎
+3399 錄
+3400 銘
+3401 茫
+3402 崧
+3403 侣
+3404 乞
+3405 欺
+3406 瘤
+3407 篮
+3408 泠
+3409 阚
+3410 濑
+3411 钳
+3412 荊
+3413 咲
+3414 蝎
+3415 卸
+3416 耍
+3417 摄
+3418 惹
+3419 壬
+3420 辱
+3421 柑
+3422 顽
+3423 铉
+3424 祚
+3425 複
+3426 挥
+3427 蛤
+3428 沾
+3429 脏
+3430 找
+3431 圍
+3432 促
+3433 賓
+3434 朮
+3435 挤
+3436 郊
+3437 既
+3438 舅
+3439 給
+3440 咕
+3441 骋
+3442 夾
+3443 鄭
+3444 鈴
+3445 浒
+3446 酶
+3447 屁
+3448 茲
+3449 迫
+3450 焯
+3451 晰
+3452 戲
+3453 驗
+3454 舸
+3455 驭
+3456 肢
+3457 罢
+3458 嫡
+3459 栈
+3460 箐
+3461 这
+3462 銮
+3463 認
+3464 鬥
+3465 縮
+3466 愤
+3467 郜
+3468 仝
+3469 递
+3470 勢
+3471 ō
+3472 贰
+3473 粵
+3474 痘
+3475 姦
+3476 缴
+3477 揽
+3478 恪
+3479 舵
+3480 艷
+3481 葡
+3482 鋒
+3483 叛
+3484 産
+3485 窩
+3486 嵌
+3487 敲
+3488 蓄
+3489 泻
+3490 畜
+3491 抒
+3492 韻
+3493 項
+3494 摊
+3495 疃
+3496 の
+3497 烯
+3498 吓
+3499 戊
+3500 腺
+3501 褲
+3502 監
+3503 谣
+3504 廠
+3505 迭
+3506 鄢
+3507 谏
+3508 載
+3509 拂
+3510 茎
+3511 俱
+3512 斤
+3513 紀
+3514 颤
+3515 尝
+3516 沥
+3517 習
+3518 淞
+3519 昧
+3520 逍
+3521 嗨
+3522 榴
+3523 臥
+3524 嬌
+3525 側
+3526 券
+3527 渗
+3528 雜
+3529 閃
+3530 盜
+3531 艇
+3532 喬
+3533 详
+3534 秃
+3535 採
+3536 汛
+3537 呀
+3538 厌
+3539 喊
+3540 訂
+3541 訊
+3542 燊
+3543 栅
+3544 誠
+3545 夭
+3546 皱
+3547 蛛
+3548 矣
+3549 鳴
+3550 攸
+3551 麵
+3552 冼
+3553 儀
+3554 晉
+3555 濤
+3556 莓
+3557 齊
+3558 晦
+3559 竣
+3560 抖
+3561 ｗ
+3562 キ
+3563 墻
+3564 媽
+3565 敗
+3566 淺
+3567 礁
+3568 荐
+3569 估
+3570 驳
+3571 舱
+3572 绰
+3573 宦
+3574 泵
+3575 寮
+3576 雌
+3577 脐
+3578 舊
+3579 續
+3580 弩
+3581 羌
+3582 拌
+3583 瓣
+3584 戟
+3585 髓
+3586 暑
+3587 婶
+3588 撕
+3589 豁
+3590 竿
+3591 隙
+3592 谓
+3593 铖
+3594 旌
+3595 蝦
+3596 秧
+3597 或
+3598 颢
+3599 兑
+3600 厥
+3601 鳄
+3602 暂
+3603 汾
+3604 钝
+3605 杠
+3606 買
+3607 苒
+3608 牆
+3609 炊
+3610 糠
+3611 矾
+3612 懂
+3613 侗
+3614 剛
+3615 壇
+3616 帳
+3617 櫃
+3618 毀
+3619 湧
+3620 捉
+3621 練
+3622 窖
+3623 緑
+3624 沽
+3625 馋
+3626 斥
+3627 郵
+3628 喇
+3629 垛
+3630 概
+3631 们
+3632 岂
+3633 腎
+3634 銳
+3635 岷
+3636 烙
+3637 掠
+3638 浜
+3639 泸
+3640 醬
+3641 沱
+3642 蔷
+3643 皎
+3644 榛
+3645 檐
+3646 閣
+3647 抬
+3648 顏
+3649 橡
+3650 镛
+3651 塊
+3652 盡
+3653 壯
+3654 靴
+3655 亥
+3656 酚
+3657 窄
+3658 肛
+3659 亘
+3660 糟
+3661 烘
+3662 貂
+3663 講
+3664 狠
+3665 窥
+3666 賭
+3667 賀
+3668 莞
+3669 箕
+3670 爺
+3671 喘
+3672 但
+3673 咖
+3674 織
+3675 い
+3676 彿
+3677 唤
+3678 蕉
+3679 僵
+3680 熬
+3681 妓
+3682 踩
+3683 铲
+3684 匙
+3685 撑
+3686 弛
+3687 耻
+3688 丢
+3689 堵
+3690 膽
+3691 厘
+3692 辨
+3693 瓢
+3694 崴
+3695 篱
+3696 碾
+3697 畔
+3698 涝
+3699 膚
+3700 绛
+3701 黏
+3702 屑
+3703 衝
+3704 簧
+3705 杞
+3706 轲
+3707 贲
+3708 溝
+3709 烷
+3710 霧
+3711 塵
+3712 瘾
+3713 颉
+3714 凿
+3715 彝
+3716 诛
+3717 訪
+3718 鮮
+3719 覺
+3720 歲
+3721 窟
+3722 週
+3723 苞
+3724 濟
+3725 叟
+3726 爭
+3727 椎
+3728 療
+3729 眾
+3730 審
+3731 拋
+3732 棘
+3733 诀
+3734 鹃
+3735 倦
+3736 擦
+3737 暢
+3738 酬
+3739 蠢
+3740 聞
+3741 囧
+3742 從
+3743 脈
+3744 缆
+3745 陋
+3746 哪
+3747 酿
+3748 娆
+3749 屍
+3750 檬
+3751 捧
+3752 凛
+3753 靶
+3754 疣
+3755 餘
+3756 鹊
+3757 陣
+3758 昙
+3759 栎
+3760 鳖
+3761 镶
+3762 飄
+3763 烫
+3764 芜
+3765 垦
+3766 癣
+3767 蟾
+3768 萤
+3769 寓
+3770 診
+3771 蚌
+3772 霈
+3773 诈
+3774 負
+3775 吼
+3776 疹
+3777 縫
+3778 則
+3779 鹽
+3780 啊
+3781 捣
+3782 勘
+3783 俯
+3784 陡
+3785 叮
+3786 $
+3787 饱
+3788 寬
+3789 帥
+3790 漿
+3791 掘
+3792 棺
+3793 汞
+3794 钵
+3795 こ
+3796 绸
+3797 括
+3798 濂
+3799 壞
+3800 躲
+3801 拦
+3802 錫
+3803 拟
+3804 钠
+3805 嘛
+3806 趋
+3807 遣
+3808 谐
+3809 墟
+3810 喧
+3811 榭
+3812 閉
+3813 筛
+3814 ｊ
+3815 渴
+3816 峨
+3817 嬰
+3818 巳
+3819 梢
+3820 漱
+3821 疤
+3822 祉
+3823 矽
+3824 痒
+3825 咽
+3826 邀
+3827 缀
+3828 庇
+3829 虔
+3830 盏
+3831 羿
+3832 抑
+3833 叨
+3834 弑
+3835 唛
+3836 侑
+3837 賊
+3838 稽
+3839 黨
+3840 妝
+3841 谍
+3842 蓁
+3843 ま
+3844 蕃
+3845 藜
+3846 赘
+3847 诞
+3848 眷
+3849 够
+3850 岫
+3851 釣
+3852 喃
+3853 樑
+3854 钮
+3855 鋪
+3856 牡
+3857 溴
+3858 缕
+3859 溺
+3860 溟
+3861 描
+3862 渺
+3863 藕
+3864 胚
+3865 刨
+3866 獵
+3867 琬
+3868 寝
+3869 稷
+3870 缎
+3871 锈
+3872 需
+3873 遍
+3874 醛
+3875 戬
+3876 噬
+3877 闰
+3878 蔣
+3879 協
+3880 響
+3881 顯
+3882 飾
+3883 厢
+3884 钗
+3885 毯
+3886 询
+3887 簪
+3888 堅
+3889 鼬
+3890 貢
+3891 遭
+3892 肘
+3893 燥
+3894 砸
+3895 趾
+3896 豔
+3897 蟒
+3898 淨
+3899 廟
+3900 唑
+3901 ｚ
+3902 诠
+3903 垭
+3904 龜
+3905 剥
+3906 辦
+3907 翱
+3908 挨
+3909 峽
+3910 紗
+3911 拘
+3912 绢
+3913 畴
+3914 蔼
+3915 隶
+3916 溃
+3917 濃
+3918 碌
+3919 宓
+3920 趴
+3921 浔
+3922 搞
+3923 挪
+3924 楞
+3925 邈
+3926 虑
+3927 捌
+3928 舉
+3929 嫔
+3930 漓
+3931 捻
+3932 逵
+3933 呢
+3934 砾
+3935 谬
+3936 琥
+3937 撮
+3938 準
+3939 嗜
+3940 它
+3941 議
+3942 於
+3943 執
+3944 顔
+3945 匣
+3946 焘
+3947 狭
+3948 涡
+3949 衔
+3950 靚
+3951 祠
+3952 雉
+3953 疼
+3954 镖
+3955 嚣
+3956 骸
+3957 ん
+3958 証
+3959 恢
+3960 凑
+3961 丐
+3962 貞
+3963 蛹
+3964 呵
+3965 昼
+3966 蛉
+3967 翳
+3968 匀
+3969 侦
+3970 設
+3971 轧
+3972 損
+3973 盧
+3974 叩
+3975 這
+3976 跡
+3977 谕
+3978 迴
+3979 鳗
+3980 炕
+3981 珮
+3982 カ
+3983 咀
+3984 搅
+3985 矫
+3986 矩
+3987 箍
+3988 渤
+3989 狩
+3990 苛
+3991 劼
+3992 濡
+3993 慌
+3994 勁
+3995 腫
+3996 般
+3997 酌
+3998 徕
+3999 廓
+4000 燎
+4001 颇
+4002 樽
+4003 槎
+4004 鑽
+4005 摔
+4006 诵
+4007 槿
+4008 琐
+4009 塌
+4010 锻
+4011 願
+4012 顧
+4013 萎
+4014 は
+4015 膛
+4016 祛
+4017 檔
+4018 蠡
+4019 觸
+4020 虬
+4021 談
+4022 喝
+4023 娱
+4024 噪
+4025 胀
+4026 褐
+4027 疫
+4028 札
+4029 昉
+4030 呱
+4031 禪
+4032 債
+4033 屬
+4034 佶
+4035 垠
+4036 貿
+4037 葭
+4038 齡
+4039 萦
+4040 蕤
+4041 燚
+4042 #
+4043 劑
+4044 彥
+4045 棗
+4046 紐
+4047 浇
+4048 汲
+4049 臼
+4050 咎
+4051 絨
+4052 裹
+4053 茬
+4054 厕
+4055 傾
+4056 釋
+4057 秽
+4058 颅
+4059 蹦
+4060 么
+4061 嘟
+4062 锣
+4063 腻
+4064 寐
+4065 妲
+4066 湃
+4067 醜
+4068 另
+4069 泮
+4070 幂
+4071 獄
+4072 滅
+4073 玳
+4074 氰
+4075 鞘
+4076 峭
+4077 鹂
+4078 嗅
+4079 ら
+4080 瑙
+4081 咳
+4082 蝗
+4083 瓯
+4084 猷
+4085 樾
+4086 赎
+4087 她
+4088 朕
+4089 淀
+4090 頁
+4091 飙
+4092 羁
+4093 镒
+4094 喂
+4095 袜
+4096 钺
+4097 扉
+4098 曆
+4099 櫻
+4100 曳
+4101 辕
+4102 帧
+4103 誤
+4104 哄
+4105 漳
+4106 亓
+4107 隅
+4108 訴
+4109 螨
+4110 艮
+4111 識
+4112 適
+4113 诏
+4114 饵
+4115 俨
+4116 郦
+4117 坳
+4118 鵝
+4119 礦
+4120 褒
+4121 犇
+4122 隘
+4123 咯
+4124 赴
+4125 競
+4126 個
+4127 劃
+4128 殼
+4129 睛
+4130 究
+4131 兢
+4132 緩
+4133 纠
+4134 惧
+4135 践
+4136 躬
+4137 惯
+4138 稠
+4139 惩
+4140 秤
+4141 嚴
+4142 茁
+4143 濮
+4144 亩
+4145 憬
+4146 撩
+4147 赔
+4148 渎
+4149 镀
+4150 汴
+4151 婢
+4152 菩
+4153 鍾
+4154 锰
+4155 挠
+4156 泱
+4157 毗
+4158 丅
+4159 琮
+4160 痧
+4161 痣
+4162 堕
+4163 鄙
+4164 搓
+4165 な
+4166 蕭
+4167 赦
+4168 耆
+4169 稍
+4170 險
+4171 胭
+4172 沢
+4173 婬
+4174 畈
+4175 炖
+4176 毋
+4177 蜗
+4178 煲
+4179 铧
+4180 並
+4181 廚
+4182 佈
+4183 衙
+4184 荧
+4185 钥
+4186 黯
+4187 雳
+4188 吨
+4189 铬
+4190 請
+4191 鎏
+4192 釉
+4193 栽
+4194 騎
+4195 磚
+4196 廢
+4197 郢
+4198 偃
+4199 賞
+4200 奪
+4201 鬓
+4202 鳍
+4203 乏
+4204 蹲
+4205 盯
+4206 ー
+4207 く
+4208 し
+4209 ア
+4210 寵
+4211 悶
+4212 構
+4213 煉
+4214 粿
+4215 絶
+4216 诫
+4217 狙
+4218 钾
+4219 敵
+4220 偿
+4221 锄
+4222 姫
+4223 幡
+4224 戳
+4225 澹
+4226 坯
+4227 濯
+4228 骈
+4229 嬉
+4230 砌
+4231 囡
+4232 峦
+4233 漕
+4234 闾
+4235 镍
+4236 罰
+4237 肋
+4238 遐
+4239 荤
+4240 窍
+4241 绾
+4242 怯
+4243 携
+4244 鹄
+4245 戌
+4246 凳
+4247 蕩
+4248 揉
+4249 柘
+4250 冗
+4251 須
+4252 蔽
+4253 焜
+4254 驯
+4255 騙
+4256 騷
+4257 恳
+4258 凈
+4259 籁
+4260 註
+4261 傣
+4262 凍
+4263 霭
+4264 爸
+4265 謀
+4266 酯
+4267 渍
+4268 駿
+4269 绎
+4270 粲
+4271 衷
+4272 葫
+4273 鬆
+4274 況
+4275 掃
+4276 撸
+4277 呗
+4278 碩
+4279 诘
+4280 贊
+4281 坨
+4282 芩
+4283 垌
+4284 茱
+4285 塚
+4286 洱
+4287 齒
+4288 嫚
+4289 篆
+4290 瑯
+4291 贩
+4292 き
+4293 啓
+4294 墊
+4295 潛
+4296 瀾
+4297 饥
+4298 笺
+4299 轿
+4300 糞
+4301 範
+4302 嘲
+4303 啶
+4304 繼
+4305 捆
+4306 拢
+4307 脓
+4308 渥
+4309 谅
+4310 迩
+4311 烹
+4312 瀑
+4313 姥
+4314 缦
+4315 蛆
+4316 毙
+4317 腥
+4318 痨
+4319 喪
+4320 に
+4321 壤
+4322 饲
+4323 胄
+4324 淚
+4325 濱
+4326 矶
+4327 汰
+4328 ノ
+4329 飲
+4330 媳
+4331 磬
+4332 砺
+4333 啼
+4334 瘟
+4335 扈
+4336 祀
+4337 頸
+4338 蘆
+4339 钨
+4340 馳
+4341 佣
+4342 鬧
+4343 舂
+4344 翩
+4345 蝠
+4346 挣
+4347 誘
+4348 蛰
+4349 佚
+4350 辙
+4351 邁
+4352 塗
+4353 賬
+4354 塬
+4355 埭
+4356 诰
+4357 圻
+4358 拗
+4359 耽
+4360 祿
+4361 璠
+4362 瓊
+4363 珣
+4364 た
+4365 儲
+4366 棄
+4367 辑
+4368 灸
+4369 狡
+4370 綿
+4371 歼
+4372 糧
+4373 癸
+4374 撫
+4375 帷
+4376 镰
+4377 俩
+4378 垄
+4379 募
+4380 嗔
+4381 滥
+4382 鏈
+4383 僻
+4384 馍
+4385 娼
+4386 撇
+4387 崽
+4388 蚂
+4389 酪
+4390 怿
+4391 愫
+4392 廈
+4393 琏
+4394 械
+4395 些
+4396 恤
+4397 疝
+4398 榄
+4399 琚
+4400 り
+4401 リ
+4402 妒
+4403 杲
+4404 楣
+4405 槌
+4406 槟
+4407 孺
+4408 桧
+4409 桀
+4410 牲
+4411 戍
+4412 幫
+4413 旎
+4414 铣
+4415 躺
+4416 剃
+4417 锵
+4418 呜
+4419 嫌
+4420 剔
+4421 駕
+4422 谎
+4423 绚
+4424 眩
+4425 阉
+4426 駐
+4427 討
+4428 驅
+4429 腋
+4430 痹
+4431 冊
+4432 饿
+4433 磅
+4434 乍
+4435 毡
+4436 盔
+4437 簇
+4438 殖
+4439 説
+4440 篁
+4441 襲
+4442 攒
+4443 鮑
+4444 哆
+4445 遲
+4446 遷
+4447 禀
+4448 賴
+4449 邰
+4450 軌
+4451 奂
+4452 倌
+4453 荞
+4454 苡
+4455 苷
+4456 圳
+4457 莜
+4458 荪
+4459 菀
+4460 軸
+4461 羹
+4462 爐
+4463 確
+4464 讓
+4465 癬
+4466 獲
+4467 籃
+4468 垟
+4469 奮
+4470 擺
+4471 暈
+4472 瀬
+4473 蓟
+4474 溅
+4475 疥
+4476 届
+4477 綱
+4478 烬
+4479 嵐
+4480 雇
+4481 蹭
+4482 俺
+4483 敞
+4484 砲
+4485 涣
+4486 阑
+4487 聶
+4488 蹇
+4489 糯
+4490 災
+4491 淬
+4492 骡
+4493 吗
+4494 疲
+4495 錶
+4496 狎
+4497 漩
+4498 泫
+4499 泯
+4500 擂
+4501 鹫
+4502 枳
+4503 剩
+4504 韫
+4505 攘
+4506 怂
+4507 镕
+4508 讼
+4509 牝
+4510 譯
+4511 膘
+4512 惶
+4513 铵
+4514 钿
+4515 頔
+4516 硐
+4517 涎
+4518 驮
+4519 裆
+4520 褶
+4521 捍
+4522 绑
+4523 痈
+4524 訓
+4525 膀
+4526 懸
+4527 鴿
+4528 兀
+4529 貪
+4530 壕
+4531 隼
+4532 澡
+4533 躁
+4534 秩
+4535 蚝
+4536 哼
+4537 淤
+4538 盂
+4539 叽
+4540 違
+4541 遙
+4542 欄
+4543 诃
+4544 郗
+4545 劭
+4546 偌
+4547 倬
+4548 阡
+4549 苕
+4550 谒
+4551 莒
+4552 埕
+4553 輸
+4554 葩
+4555 蕨
+4556 爛
+4557 爲
+4558 燦
+4559 拽
+4560 讚
+4561 悼
+4562 籠
+4563 サ
+4564 佔
+4565 搶
+4566 曌
+4567 紡
+4568 拷
+4569 緹
+4570 嚼
+4571 藉
+4572 韭
+4573 饺
+4574 綫
+4575 哺
+4576 脖
+4577 吵
+4578 め
+4579 ち
+4580 痢
+4581 嗟
+4582 馈
+4583 庾
+4584 獾
+4585 獐
+4586 鈺
+4587 蹬
+4588 磕
+4589 愣
+4590 脹
+4591 僚
+4592 噜
+4593 匿
+4594 婊
+4595 啤
+4596 尻
+4597 驷
+4598 骧
+4599 繪
+4600 嗪
+4601 赓
+4602 滟
+4603 鋁
+4604 扮
+4605 纾
+4606 撬
+4607 馃
+4608 朽
+4609 瘘
+4610 嗓
+4611 瑕
+4612 啡
+4613 と
+4614 麝
+4615 删
+4616 汕
+4617 胧
+4618 際
+4619 轼
+4620 掰
+4621 讽
+4622 頌
+4623 瘫
+4624 镝
+4625 颓
+4626 涕
+4627 舷
+4628 慾
+4629 憂
+4630 癖
+4631 酣
+4632 鸳
+4633 歹
+4634 翡
+4635 帜
+4636 箴
+4637 箬
+4638 骤
+4639 痔
+4640 姻
+4641 舆
+4642 赃
+4643 嘿
+4644 觞
+4645 遼
+4646 唔
+4647 唧
+4648 桿
+4649 孃
+4650 倭
+4651 偕
+4652 芪
+4653 躍
+4654 縱
+4655 癡
+4656 萘
+4657 堇
+4658 輔
+4659 攝
+4660 據
+4661 忿
+4662 蓼
+4663 辭
+4664 碍
+4665 慷
+4666 か
+4667 あ
+4668 弊
+4669 啞
+4670 彎
+4671 灘
+4672 煩
+4673 缉
+4674 徑
+4675 綺
+4676 荚
+4677 竭
+4678 簿
+4679 倡
+4680 趁
+4681 釜
+4682 绷
+4683 む
+4684 鄧
+4685 モ
+4686 垮
+4687 宕
+4688 澧
+4689 撲
+4690 鋆
+4691 洄
+4692 蘑
+4693 樸
+4694 惘
+4695 该
+4696 戮
+4697 榔
+4698 滦
+4699 ゆ
+4700 滄
+4701 娑
+4702 闳
+4703 嫖
+4704 篷
+4705 捏
+4706 湟
+4707 恼
+4708 阖
+4709 螟
+4710 膺
+4711 沦
+4712 泌
+4713 帼
+4714 玑
+4715 啃
+4716 鹦
+4717 鹞
+4718 婿
+4719 搁
+4720 惰
+4721 瑗
+4722 筷
+4723 ナ
+4724 る
+4725 嘶
+4726 枧
+4727 杵
+4728 肴
+4729 芍
+4730 暧
+4731 朦
+4732 绊
+4733 枉
+4734 挫
+4735 奠
+4736 桅
+4737 潍
+4738 辖
+4739 暇
+4740 戾
+4741 龛
+4742 锷
+4743 嘻
+4744 ｑ
+4745 矜
+4746 焙
+4747 瑚
+4748 夯
+4749 ン
+4750 蟠
+4751 覽
+4752 凋
+4753 酰
+4754 斬
+4755 貫
+4756 胰
+4757 陨
+4758 炙
+4759 謎
+4760 誌
+4761 鯨
+4762 鲈
+4763 匾
+4764 鳅
+4765 拯
+4766 僑
+4767 哒
+4768 恥
+4769 璘
+4770 谧
+4771 讷
+4772 佼
+4773 佗
+4774 畸
+4775 篡
+4776 窜
+4777 涇
+4778 芘
+4779 弁
+4780 壑
+4781 谯
+4782 茭
+4783 冽
+4784 賈
+4785 菽
+4786 燙
+4787 础
+4788 揣
+4789 鬃
+4790 赚
+4791 怠
+4792 筏
+4793 犊
+4794 畢
+4795 タ
+4796 弢
+4797 彌
+4798 沒
+4799 瀨
+4800 綏
+4801 窘
+4802 悸
+4803 綾
+4804 枷
+4805 捡
+4806 颊
+4807 疽
+4808 沮
+4809 辊
+4810 箔
+4811 コ
+4812 幔
+4813 チ
+4814 粱
+4815 鄰
+4816 愧
+4817 扳
+4818 も
+4819 鈣
+4820 靛
+4821 鍍
+4822 柵
+4823 艦
+4824 讳
+4825 涞
+4826 浏
+4827 恽
+4828 棵
+4829 峤
+4830 啪
+4831 虏
+4832 嗒
+4833 徵
+4834 硼
+4835 湫
+4836 怅
+4837 嫒
+4838 畦
+4839 鍵
+4840 蔑
+4841 翹
+4842 逯
+4843 渲
+4844 繳
+4845 鈞
+4846 眀
+4847 绶
+4848 钎
+4849 缙
+4850 琊
+4851 呛
+4852 禿
+4853 廳
+4854 懶
+4855 楔
+4856 疳
+4857 蠻
+4858 ラ
+4859 咨
+4860 璎
+4861 擅
+4862 鑑
+4863 炅
+4864 腌
+4865 祟
+4866 薑
+4867 轸
+4868 暾
+4869 腮
+4870 玦
+4871 獻
+4872 ろ
+4873 ロ
+4874 傢
+4875 憩
+4876 吠
+4877 睢
+4878 偽
+4879 憋
+4880 蠟
+4881 钼
+4882 捂
+4883 倘
+4884 韋
+4885 掏
+4886 瓮
+4887 镯
+4888 睇
+4889 烃
+4890 慘
+4891 癞
+4892 癫
+4893 殉
+4894 谚
+4895 骇
+4896 颌
+4897 颍
+4898 饕
+4899 耙
+4900 ひ
+4901 酩
+4902 榨
+4903 辐
+4904 刈
+4905 責
+4906 逾
+4907 绽
+4908 蒯
+4909 蚤
+4910 鲫
+4911 麸
+4912 迂
+4913 鲷
+4914 臆
+4915 贮
+4916 佞
+4917 瑀
+4918 痳
+4919 係
+4920 吡
+4921 咩
+4922 呷
+4923 啉
+4924 擴
+4925 擔
+4926 衮
+4927 僖
+4928 嬴
+4929 趕
+4930 踫
+4931 鹵
+4932 邺
+4933 癢
+4934 輩
+4935 莳
+4936 萼
+4937 蘅
+4938 鳝
+4939 鳐
+4940 撰
+4941 瑩
+4942 瘋
+4943 慨
+4944 績
+4945 珅
+4946 哗
+4947 え
+4948 シ
+4949 墜
+4950 幾
+4951 憶
+4952 擾
+4953 煥
+4954 紛
+4955 桨
+4956 絡
+4957 仅
+4958 ス
+4959 褂
+4960 阐
+4961 洺
+4962 橱
+4963 洩
+4964 贬
+4965 釘
+4966 呕
+4967 疟
+4968 や
+4969 洮
+4970 っ
+4971 氓
+4972 殴
+4973 迤
+4974 ユ
+4975 て
+4976 偲
+4977 掐
+4978 繩
+4979 臟
+4980 膨
+4981 漉
+4982 暹
+4983 鉻
+4984 妩
+4985 鉛
+4986 珥
+4987 邕
+4988 胁
+4989 楸
+4990 瓒
+4991 叭
+4992 戛
+4993 驶
+4994 炔
+4995 階
+4996 鑒
+4997 缮
+4998 腓
+4999 耸
+5000 腚
+5001 閘
+5002 桉
+5003 恃
+5004 楹
+5005 橹
+5006 蓑
+5007 栀
+5008 侶
+5009 籌
+5010 ね
+5011 斓
+5012 畲
+5013 顫
+5014 铳
+5015 砥
+5016 蜕
+5017 锶
+5018 祜
+5019 铛
+5020 唾
+5021 嵇
+5022 袂
+5023 佯
+5024 殃
+5025 婳
+5026 扼
+5027 昨
+5028 赭
+5029 詠
+5030 侄
+5031 踝
+5032 傍
+5033 禺
+5034 貧
+5035 缶
+5036 霾
+5037 邯
+5038 蜚
+5039 翥
+5040 掷
+5041 罔
+5042 蝽
+5043 襪
+5044 怎
+5045 諸
+5046 斛
+5047 誼
+5048 鲛
+5049 媞
+5050 漲
+5051 吖
+5052 叱
+5053 譚
+5054 譽
+5055 漸
+5056 鸮
+5057 郅
+5058 芗
+5059 贏
+5060 貸
+5061 亵
+5062 俎
+5063 剎
+5064 俘
+5065 篙
+5066 気
+5067 荭
+5068 莪
+5069 萸
+5070 蒽
+5071 マ
+5072 夼
+5073 藓
+5074 牽
+5075 鱗
+5076 繆
+5077 钒
+5078 珐
+5079 穩
+5080 脯
+5081 珪
+5082 さ
+5083 じ
+5084 け
+5085 エ
+5086 ク
+5087 彊
+5088 挌
+5089 暉
+5090 棟
+5091 踞
+5092 艰
+5093 缄
+5094 酵
+5095 较
+5096 糾
+5097 糙
+5098 お
+5099 メ
+5100 釀
+5101 喔
+5102 啾
+5103 篓
+5104 掳
+5105 拧
+5106 哦
+5107 氫
+5108 つ
+5109 摹
+5110 悖
+5111 嗝
+5112 沔
+5113 與
+5114 眯
+5115 衢
+5116 娉
+5117 剖
+5118 嫦
+5119 嬷
+5120 湮
+5121 繫
+5122 舖
+5123 鈔
+5124 醚
+5125 庖
+5126 馒
+5127 潋
+5128 逻
+5129 聋
+5130 纖
+5131 潺
+5132 遛
+5133 滲
+5134 绉
+5135 绀
+5136 磺
+5137 菓
+5138 顷
+5139 玠
+5140 淒
+5141 挟
+5142 痫
+5143 鹬
+5144 鹳
+5145 閱
+5146 偵
+5147 胯
+5148 璀
+5149 娶
+5150 甑
+5151 辘
+5152 魇
+5153 ル
+5154 嶋
+5155 榻
+5156 杈
+5157 昵
+5158 黍
+5159 塍
+5160 丟
+5161 恣
+5162 れ
+5163 袒
+5164 挞
+5165 锂
+5166 旖
+5167 铄
+5168 掀
+5169 砦
+5170 舔
+5171 燧
+5172 稔
+5173 漬
+5174 蜒
+5175 裾
+5176 瀘
+5177 暫
+5178 嚎
+5179 蚧
+5180 匆
+5181 掖
+5182 铱
+5183 詢
+5184 擋
+5185 燉
+5186 壺
+5187 販
+5188 爻
+5189 蜥
+5190 翦
+5191 仄
+5192 螂
+5193 砧
+5194 厮
+5195 粑
+5196 匝
+5197 吁
+5198 豎
+5199 蝴
+5200 蛀
+5201 剌
+5202 歳
+5203 遜
+5204 咚
+5205 渦
+5206 讴
+5207 谤
+5208 抠
+5209 僮
+5210 俑
+5211 廂
+5212 撥
+5213 芨
+5214 诩
+5215 芫
+5216 巽
+5217 苣
+5218 茴
+5219 荏
+5220 苴
+5221 賤
+5222 鹹
+5223 祕
+5224 逮
+5225 薏
+5226 矗
+5227 ǐ
+5228 禍
+5229 瘡
+5230 緻
+5231 涪
+5232 唬
+5233 イ
+5234 钡
+5235 雹
+5236 們
+5237 兇
+5238 兌
+5239 勛
+5240 剝
+5241 揮
+5242 擼
+5243 敘
+5244 殤
+5245 灑
+5246 烜
+5247 揪
+5248 綜
+5249 拣
+5250 絞
+5251 柬
+5252 秸
+5253 緒
+5254 埂
+5255 逛
+5256 逞
+5257 滁
+5258 麽
+5259 揍
+5260 岘
+5261 袄
+5262 坷
+5263 繞
+5264 瞒
+5265 聰
+5266 髋
+5267 屌
+5268 颁
+5269 啄
+5270 傘
+5271 疵
+5272 嬅
+5273 崂
+5274 徙
+5275 呐
+5276 噻
+5277 彗
+5278 闱
+5279 寥
+5280 嚓
+5281 潢
+5282 瞄
+5283 婺
+5284 骜
+5285 骠
+5286 纨
+5287 鈎
+5288 嵬
+5289 阆
+5290 庠
+5291 悯
+5292 剁
+5293 瞧
+5294 缜
+5295 酋
+5296 癲
+5297 叼
+5298 バ
+5299 疸
+5300 楝
+5301 闊
+5302 搔
+5303 瑷
+5304 ト
+5305 戗
+5306 陝
+5307 娛
+5308 柺
+5309 蔥
+5310 爰
+5311 獒
+5312 蠕
+5313 杳
+5314 脲
+5315 閑
+5316 孰
+5317 薊
+5318 橄
+5319 褥
+5320 胪
+5321 腱
+5322 仍
+5323 膈
+5324 赊
+5325 竑
+5326 刪
+5327 孖
+5328 擁
+5329 坍
+5330 壩
+5331 捨
+5332 锉
+5333 跋
+5334 ハ
+5335 熄
+5336 沓
+5337 湍
+5338 惕
+5339 焖
+5340 钏
+5341 钴
+5342 馅
+5343 発
+5344 凪
+5345 曬
+5346 癜
+5347 耦
+5348 窈
+5349 奄
+5350 簾
+5351 蠓
+5352 螭
+5353 臾
+5354 吱
+5355 鯊
+5356 氛
+5357 咋
+5358 徹
+5359 噩
+5360 乜
+5361 孬
+5362 揖
+5363 鼐
+5364 醪
+5365 撼
+5366 蚰
+5367 蛎
+5368 鲟
+5369 帚
+5370 蔗
+5371 厍
+5372 鬱
+5373 诣
+5374 羯
+5375 蜓
+5376 盅
+5377 誕
+5378 蜻
+5379 剡
+5380 簌
+5381 筵
+5382 酊
+5383 怔
+5384 贿
+5385 み
+5386 忒
+5387 叻
+5388 吒
+5389 撷
+5390 遞
+5391 廁
+5392 俚
+5393 贇
+5394 勖
+5395 夔
+5396 苋
+5397 诤
+5398 塾
+5399 賠
+5400 谲
+5401 淵
+5402 鼾
+5403 莼
+5404 輯
+5405 菰
+5406 滯
+5407 薮
+5408 揆
+5409 辯
+5410 髯
+5411 瑠
+5412 皑
+5413 盎
+5414 哎
+5415 祷
+5416 ウ
+5417 償
+5418 厭
+5419 嘆
+5420 嚇
+5421 嬿
+5422 嶽
+5423 憑
+5424 憲
+5425 攤
+5426 桜
+5427 檯
+5428 渾
+5429 湉
+5430 澀
+5431 綉
+5432 綸
+5433 緯
+5434 疚
+5435 倔
+5436 笹
+5437 硃
+5438 瀉
+5439 妨
+5440 ム
+5441 栢
+5442 猥
+5443 膩
+5444 悌
+5445 鉆
+5446 悚
+5447 屆
+5448 铆
+5449 崮
+5450 嗦
+5451 箩
+5452 屡
+5453 饷
+5454 涿
+5455 娲
+5456 娓
+5457 娈
+5458 姊
+5459 撈
+5460 拈
+5461 鎂
+5462 讫
+5463 録
+5464 嵊
+5465 猶
+5466 吝
+5467 霹
+5468 溱
+5469 羨
+5470 琵
+5471 恂
+5472 琤
+5473 疊
+5474 凜
+5475 堑
+5476 珲
+5477 甦
+5478 梆
+5479 筐
+5480 穰
+5481 瓠
+5482 饒
+5483 鸪
+5484 疱
+5485 鹉
+5486 猩
+5487 痂
+5488 嘘
+5489 瘀
+5490 閨
+5491 閩
+5492 惦
+5493 侩
+5494 敕
+5495 桠
+5496 赉
+5497 伺
+5498 殓
+5499 犟
+5500 唆
+5501 雛
+5502 淄
+5503 勍
+5504 レ
+5505 飕
+5506 獭
+5507 蘿
+5508 讹
+5509 ワ
+5510 飨
+5511 頑
+5512 趟
+5513 侮
+5514 蝕
+5515 惋
+5516 碛
+5517 熵
+5518 钤
+5519 硒
+5520 飏
+5521 蟬
+5522 睑
+5523 稞
+5524 盞
+5525 擬
+5526 勸
+5527 擇
+5528 駝
+5529 窠
+5530 耒
+5531 裱
+5532 ず
+5533 憾
+5534 曈
+5535 蜃
+5536 ヒ
+5537 簸
+5538 憎
+5539 鰲
+5540 敝
+5541 謂
+5542 柞
+5543 醴
+5544 蠹
+5545 蚶
+5546 翕
+5547 雎
+5548 雒
+5549 跖
+5550 啬
+5551 誦
+5552 铀
+5553 蜷
+5554 蹊
+5555 蹼
+5556 誇
+5557 蜢
+5558 跷
+5559 謙
+5560 咱
+5561 伫
+5562 ミ
+5563 呓
+5564 诒
+5565 倏
+5566 鄱
+5567 倜
+5568 芾
+5569 茆
+5570 阪
+5571 谄
+5572 谙
+5573 芡
+5574 隗
+5575 芎
+5576 茯
+5577 荇
+5578 濾
+5579 龐
+5580 菘
+5581 菟
+5582 齋
+5583 蕲
+5584 掬
+5585 扪
+5586 轟
+5587 燭
+5588 捶
+5589 幢
+5590 ǎ
+5591 鳕
+5592 皺
+5593 縛
+5594 扛
+5595 穂
+5596 ゴ
+5597 セ
+5598 ギ
+5599 噹
+5600 墳
+5601 奬
+5602 姍
+5603 嫄
+5604 慮
+5605 様
+5606 灝
+5607 槛
+5608 伎
+5609 綁
+5610 澗
+5611 痉
+5612 剿
+5613 撅
+5614 緋
+5615 睫
+5616 筍
+5617 舶
+5618 菠
+5619 矇
+5620 怖
+5621 猖
+5622 ǔ
+5623 郴
+5624 椽
+5625 オ
+5626 暘
+5627 獣
+5628 羔
+5629 庒
+5630 掂
+5631 鉀
+5632 灞
+5633 鍛
+5634 颗
+5635 麂
+5636 浯
+5637 鋅
+5638 鋸
+5639 寞
+5640 併
+5641 銜
+5642 峒
+5643 喙
+5644 嗯
+5645 忏
+5646 滏
+5647 繡
+5648 沌
+5649 臘
+5650 沭
+5651 阈
+5652 姒
+5653 苺
+5654 滂
+5655 淙
+5656 汩
+5657 媾
+5658 艶
+5659 嫱
+5660 莆
+5661 曝
+5662 錐
+5663 撂
+5664 逄
+5665 逑
+5666 馏
+5667 囿
+5668 嘀
+5669 弭
+5670 啮
+5671 皿
+5672 泺
+5673 纏
+5674 噗
+5675 歉
+5676 玎
+5677 悄
+5678 珙
+5679 缬
+5680 缭
+5681 擠
+5682 愷
+5683 恍
+5684 鸩
+5685 餌
+5686 鹑
+5687 蠶
+5688 疖
+5689 瘕
+5690 榈
+5691 椤
+5692 闇
+5693 辫
+5694 瑭
+5695 氪
+5696 榫
+5697 昴
+5698 昝
+5699 拭
+5700 殒
+5701 腈
+5702 枞
+5703 枋
+5704 隧
+5705 腩
+5706 妊
+5707 蓆
+5708 楮
+5709 枸
+5710 辇
+5711 臊
+5712 窮
+5713 琯
+5714 禛
+5715 恙
+5716 ネ
+5717 捅
+5718 飓
+5719 眺
+5720 虧
+5721 勵
+5722 顛
+5723 螞
+5724 飽
+5725 幌
+5726 蟻
+5727 搪
+5728 砣
+5729 镫
+5730 晤
+5731 蘊
+5732 萄
+5733 蘋
+5734 碣
+5735 頤
+5736 诬
+5737 镗
+5738 梟
+5739 瘿
+5740 蚜
+5741 衲
+5742 聃
+5743 馮
+5744 駒
+5745 颀
+5746 蟆
+5747 螽
+5748 螈
+5749 哟
+5750 堯
+5751 滘
+5752 颞
+5753 颚
+5754 颛
+5755 衄
+5756 徳
+5757 炘
+5758 該
+5759 詳
+5760 囍
+5761 孵
+5762 鯉
+5763 諜
+5764 亟
+5765 蛄
+5766 蚺
+5767 袅
+5768 衾
+5769 踵
+5770 斟
+5771 孛
+5772 箧
+5773 羟
+5774 笏
+5775 蛏
+5776 跛
+5777 鴉
+5778 蛭
+5779 鱿
+5780 蹴
+5781 仵
+5782 暨
+5783 蜈
+5784 酐
+5785 鲑
+5786 髒
+5787 篩
+5788 觚
+5789 鯛
+5790 瀝
+5791 摺
+5792 哝
+5793 呦
+5794 喏
+5795 哌
+5796 咻
+5797 瀟
+5798 髻
+5799 俣
+5800 賺
+5801 贈
+5802 滬
+5803 郄
+5804 蹤
+5805 墉
+5806 俟
+5807 傩
+5808 偎
+5809 凼
+5810 荜
+5811 陟
+5812 贛
+5813 隍
+5814 邛
+5815 垡
+5816 荠
+5817 摧
+5818 萁
+5819 莨
+5820 蒌
+5821 嶼
+5822 稗
+5823 掇
+5824 蕈
+5825 鳢
+5826 鞣
+5827 鞅
+5828 瑋
+5829 竊
+5830 籤
+5831 蛔
+5832 猾
+5833 粄
+5834 が
+5835 ジ
+5836 *
+5837 伕
+5838 厠
+5839 嘯
+5840 姮
+5841 廬
+5842 搾
+5843 潑
+5844 讥
+5845 絳
+5846 喚
+5847 铰
+5848 硷
+5849 絢
+5850 す
+5851 搀
+5852 掺
+5853 硯
+5854 毆
+5855 濁
+5856 峄
+5857 幛
+5858 哩
+5859 喋
+5860 啵
+5861 婪
+5862 烩
+5863 猝
+5864 迸
+5865 ヤ
+5866 洹
+5867 鋭
+5868 撃
+5869 拇
+5870 膿
+5871 臍
+5872 鉤
+5873 悻
+5874 嗑
+5875 嗖
+5876 喑
+5877 饬
+5878 琶
+5879 懵
+5880 噫
+5881 忡
+5882 怵
+5883 孀
+5884 姘
+5885 潦
+5886 怆
+5887 砰
+5888 蔫
+5889 藐
+5890 乒
+5891 嫫
+5892 骓
+5893 孢
+5894 纡
+5895 孪
+5896 沆
+5897 泔
+5898 錘
+5899 怏
+5900 庹
+5901 抡
+5902 銹
+5903 巅
+5904 恸
+5905 遒
+5906 遨
+5907 狞
+5908 淏
+5909 癱
+5910 绡
+5911 纭
+5912 扦
+5913 玢
+5914 缢
+5915 缥
+5916 珧
+5917 躯
+5918 畿
+5919 鸫
+5920 鸱
+5921 鸨
+5922 樞
+5923 懈
+5924 衅
+5925 鹗
+5926 惺
+5927 餓
+5928 蠱
+5929 痱
+5930 匈
+5931 榉
+5932 楦
+5933 ど
+5934 よ
+5935 龋
+5936 戢
+5937 笆
+5938 雫
+5939 隴
+5940 擘
+5941 杓
+5942 牍
+5943 嚷
+5944 樯
+5945 砷
+5946 轭
+5947 栉
+5948 觑
+5949 闖
+5950 柩
+5951 腭
+5952 捎
+5953 樨
+5954 枰
+5955 鑄
+5956 閥
+5957 滷
+5958 焗
+5959 嘔
+5960 蛻
+5961 胳
+5962 勳
+5963 歙
+5964 蘚
+5965 瞰
+5966 螢
+5967 わ
+5968 蠔
+5969 斫
+5970 砭
+5971 旃
+5972 钇
+5973 褪
+5974 烊
+5975 淌
+5976 铍
+5977 铐
+5978 鸵
+5979 熨
+5980 铤
+5981 铢
+5982 镔
+5983 顆
+5984 癒
+5985 僱
+5986 媗
+5987 琇
+5988 嘗
+5989 竦
+5990 癀
+5991 秆
+5992 衿
+5993 竜
+5994 螃
+5995 蟮
+5996 罂
+5997 螳
+5998 傭
+5999 夠
+6000 蝼
+6001 驕
+6002 噎
+6003 ぴ
+6004 侖
+6005 訾
+6006 嬛
+6007 謠
+6008 蜘
+6009 酢
+6010 趸
+6011 醍
+6012 フ
+6013 汎
+6014 匕
+6015 氐
+6016 蚓
+6017 蚬
+6018 鲢
+6019 諧
+6020 蚴
+6021 訣
+6022 綦
+6023 謊
+6024 鳩
+6025 驢
+6026 蛳
+6027 窒
+6028 瘴
+6029 笳
+6030 鲵
+6031 嘱
+6032 貘
+6033 睾
+6034 佤
+6035 詐
+6036 篾
+6037 蛸
+6038 貔
+6039 簋
+6040 窺
+6041 卻
+6042 唏
+6043 咧
+6044 慣
+6045 歎
+6046 烔
+6047 鷺
+6048 べ
+6049 贅
+6050 刍
+6051 蹟
+6052 黒
+6053 艽
+6054 堀
+6055 鷄
+6056 垅
+6057 勰
+6058 坭
+6059 谔
+6060 凫
+6061 賜
+6062 谠
+6063 俸
+6064 垓
+6065 黴
+6066 邴
+6067 圪
+6068 賦
+6069 荥
+6070 剋
+6071 僕
+6072 陛
+6073 較
+6074 莅
+6075 荨
+6076 茛
+6077 菖
+6078 轄
+6079 薹
+6080 捺
+6081 骰
+6082 掸
+6083 禎
+6084 々
+6085 腑
+6086 竅
+6087 玙
+6088 玕
+6089 ご
+6090 う
+6091 せ
+6092 ぎ
+6093 グ
+6094 倖
+6095 厲
+6096 唸
+6097 姪
+6098 姉
+6099 寢
+6100 崟
+6101 悽
+6102 柊
+6103 棧
+6104 殯
+6105 湊
+6106 湜
+6107 潰
+6108 骷
+6109 紳
+6110 ソ
+6111 粳
+6112 紹
+6113 綢
+6114 綴
+6115 叢
+6116 洸
+6117 膊
+6118 惭
+6119 豺
+6120 姵
+6121 躇
+6122 癮
+6123 溼
+6124 岬
+6125 釆
+6126 鬣
+6127 啜
+6128 喱
+6129 喽
+6130 だ
+6131 ダ
+6132 麾
+6133 猗
+6134 搂
+6135 艙
+6136 悒
+6137 愕
+6138 懊
+6139 睹
+6140 脣
+6141 慵
+6142 悴
+6143 懦
+6144 涑
+6145 晾
+6146 噌
+6147 噤
+6148 忖
+6149 饴
+6150 馀
+6151 饽
+6152 遽
+6153 邃
+6154 迥
+6155 淅
+6156 闩
+6157 肅
+6158 嘈
+6159 鎬
+6160 苾
+6161 嗳
+6162 迳
+6163 汨
+6164 闼
+6165 媪
+6166 粕
+6167 骝
+6168 嬲
+6169 孳
+6170 辔
+6171 挛
+6172 狹
+6173 逖
+6174 阊
+6175 嶂
+6176 帏
+6177 釵
+6178 罵
+6179 鄒
+6180 嘹
+6181 恻
+6182 阗
+6183 醃
+6184 沚
+6185 诅
+6186 佺
+6187 曠
+6188 绗
+6189 绂
+6190 谴
+6191 菈
+6192 缌
+6193 缗
+6194 缑
+6195 缟
+6196 鏢
+6197 荳
+6198 嬸
+6199 衹
+6200 衆
+6201 衎
+6202 鸷
+6203 痿
+6204 戦
+6205 椋
+6206 瞪
+6207 ド
+6208 蒨
+6209 煽
+6210 苫
+6211 啥
+6212 鑲
+6213 吶
+6214 瓤
+6215 榷
+6216 戡
+6217 闌
+6218 隸
+6219 氙
+6220 ニ
+6221 吮
+6222 藴
+6223 榧
+6224 虢
+6225 椴
+6226 瘸
+6227 慑
+6228 栲
+6229 肓
+6230 隻
+6231 蔆
+6232 殡
+6233 槲
+6234 晌
+6235 轱
+6236 桁
+6237 杼
+6238 蔵
+6239 觐
+6240 扔
+6241 桷
+6242 牯
+6243 牒
+6244 胗
+6245 艘
+6246 蔬
+6247 鳃
+6248 棂
+6249 闢
+6250 棹
+6251 贽
+6252 膻
+6253 瀏
+6254 僅
+6255 昳
+6256 漣
+6257 婭
+6258 愆
+6259 恚
+6260 虓
+6261 黝
+6262 铟
+6263 蝸
+6264 黠
+6265 秣
+6266 飼
+6267 餃
+6268 罹
+6269 磴
+6270 砻
+6271 锑
+6272 頰
+6273 锢
+6274 礴
+6275 頒
+6276 煨
+6277 绦
+6278 焓
+6279 頜
+6280 砗
+6281 碓
+6282 眦
+6283 碇
+6284 迢
+6285 镉
+6286 秭
+6287 镞
+6288 誊
+6289 钯
+6290 睨
+6291 欽
+6292 鱧
+6293 礙
+6294 玪
+6295 瘪
+6296 餮
+6297 衽
+6298 唁
+6299 衩
+6300 袢
+6301 耜
+6302 鸯
+6303 疡
+6304 馭
+6305 峯
+6306 ズ
+6307 氦
+6308 び
+6309 踊
+6310 虻
+6311 颦
+6312 颏
+6313 颔
+6314 滓
+6315 遏
+6316 濒
+6317 ピ
+6318 鲎
+6319 龈
+6320 霎
+6321 醌
+6322 誡
+6323 伧
+6324 馗
+6325 廿
+6326 蚣
+6327 蹙
+6328 虺
+6329 笈
+6330 蜞
+6331 裟
+6332 剽
+6333 蚱
+6334 築
+6335 褻
+6336 蛐
+6337 鲳
+6338 鲂
+6339 菏
+6340 糸
+6341 羧
+6342 仉
+6343 笪
+6344 繇
+6345 靥
+6346 赳
+6347 鲅
+6348 粼
+6349 糁
+6350 粽
+6351 鲶
+6352 稣
+6353 伢
+6354 踹
+6355 鰐
+6356 蝙
+6357 螯
+6358 糍
+6359 佧
+6360 鰻
+6361 淩
+6362 濺
+6363 弒
+6364 楽
+6365 嬤
+6366 呔
+6367 卟
+6368 擢
+6369 哏
+6370 哧
+6371 呤
+6372 咄
+6373 咛
+6374 璽
+6375 盪
+6376 囤
+6377 讪
+6378 诳
+6379 诜
+6380 岿
+6381 鵡
+6382 俦
+6383 鹼
+6384 麩
+6385 踐
+6386 郇
+6387 埙
+6388 郯
+6389 ボ
+6390 茏
+6391 艿
+6392 俳
+6393 阱
+6394 侏
+6395 俾
+6396 茚
+6397 茕
+6398 偈
+6399 苌
+6400 荑
+6401 貶
+6402 脔
+6403 壅
+6404 鷓
+6405 谶
+6406 鷗
+6407 邳
+6408 羸
+6409 垸
+6410 苜
+6411 鸚
+6412 佥
+6413 荦
+6414 苻
+6415 搗
+6416 鱔
+6417 穀
+6418 龑
+6419 荽
+6420 輿
+6421 葶
+6422 蓍
+6423 蓦
+6424 菅
+6425 蓥
+6426 憐
+6427 婠
+6428 蘖
+6429 轎
+6430 抻
+6431 掾
+6432 捋
+6433 辻
+6434 鱷
+6435 鱘
+6436 谆
+6437 瑢
+6438 蹈
+6439 祤
+6440 瘉
+6441 縷
+6442 繃
+6443 窅
+6444 竇
+6445 玘
+6446 玗
+6447 粧
+6448 秾
+6449 ┳
+6450 畝
+6451 ざ
+6452 ザ
+6453 ケ
+6454 摈
+6455 伝
+6456 嚒
+6457 墮
+6458 妺
+6459 幀
+6460 廯
+6461 彙
+6462 摯
+6463 枊
+6464 櫥
+6465 檸
+6466 汙
+6467 潯
+6468 煒
+6469 煖
+6470 そ
+6471 骶
+6472 緝
+6473 締
+6474 緬
+6475 紺
+6476 厩
+6477 経
+6478 鞑
+6479 げ
+6480 澆
+6481 谗
+6482 掣
+6483 踌
+6484 侈
+6485 烝
+6486 尓
+6487 曖
+6488 翛
+6489 圜
+6490 嘧
+6491 喟
+6492 喹
+6493 嗷
+6494 唰
+6495 垃
+6496 纜
+6497 诲
+6498 樺
+6499 甯
+6500 泞
+6501 т
+6502 婁
+6503 浍
+6504 浠
+6505 浈
+6506 淖
+6507 с
+6508 愦
+6509 惆
+6510 憧
+6511 惴
+6512 悭
+6513 銑
+6514 髅
+6515 聾
+6516 沤
+6517 憔
+6518 涔
+6519 洳
+6520 溧
+6521 汜
+6522 汊
+6523 崆
+6524 溏
+6525 譬
+6526 彘
+6527 逅
+6528 氖
+6529 渌
+6530 驸
+6531 驽
+6532 沏
+6533 骀
+6534 骟
+6535 嬗
+6536 苪
+6537 尜
+6538 纣
+6539 鉬
+6540 鈍
+6541 犸
+6542 嗤
+6543 囔
+6544 囝
+6545 馔
+6546 逋
+6547 屐
+6548 孱
+6549 銲
+6550 涮
+6551 鉑
+6552 溲
+6553 狍
+6554 嘤
+6555 庥
+6556 砒
+6557 潴
+6558 湔
+6559 抿
+6560 阏
+6561 罷
+6562 狷
+6563 帑
+6564 恹
+6565 妁
+6566 潸
+6567 澌
+6568 馁
+6569 錠
+6570 鄖
+6571 鋤
+6572 徂
+6573 窿
+6574 廪
+6575 妣
+6576 奀
+6577 岀
+6578 绺
+6579 髑
+6580 で
+6581 缃
+6582 顼
+6583 莖
+6584 泅
+6585 荘
+6586 莙
+6587 鸶
+6588 皈
+6589 鸲
+6590 喰
+6591 疴
+6592 鹈
+6593 痤
+6594 鹧
+6595 瘊
+6596 汹
+6597 疔
+6598 饃
+6599 濫
+6600 榀
+6601 楂
+6602 楫
+6603 閲
+6604 閻
+6605 磋
+6606 杌
+6607 璁
+6608 瑁
+6609 冴
+6610 掙
+6611 氷
+6612 辍
+6613 闿
+6614 蕪
+6615 纂
+6616 毽
+6617 氅
+6618 氘
+6619 槁
+6620 枘
+6621 薬
+6622 肼
+6623 桄
+6624 鐲
+6625 薈
+6626 栊
+6627 墒
+6628 觇
+6629 闕
+6630 觎
+6631 薔
+6632 橐
+6633 暝
+6634 胍
+6635 嗽
+6636 胫
+6637 辂
+6638 犍
+6639 挈
+6640 膣
+6641 檩
+6642 噁
+6643 濬
+6644 唄
+6645 琲
+6646 痠
+6647 歩
+6648 黜
+6649 悫
+6650 碜
+6651 矸
+6652 欖
+6653 殳
+6654 旄
+6655 欹
+6656 毂
+6657 诽
+6658 兲
+6659 虜
+6660 咁
+6661 瞽
+6662 睽
+6663 撐
+6664 澪
+6665 碉
+6666 囷
+6667 飢
+6668 锘
+6669 蠅
+6670 蠍
+6671 磲
+6672 顱
+6673 屉
+6674 紊
+6675 韌
+6676 眄
+6677 盹
+6678 镬
+6679 镂
+6680 颙
+6681 煅
+6682 斡
+6683 钫
+6684 秕
+6685 秫
+6686 哮
+6687 睐
+6688 钲
+6689 睚
+6690 瀕
+6691 駛
+6692 ぱ
+6693 駁
+6694 駄
+6695 嘜
+6696 満
+6697 蟥
+6698 簟
+6699 吭
+6700 吩
+6701 雩
+6702 霰
+6703 鰱
+6704 ぶ
+6705 ブ
+6706 謹
+6707 戸
+6708 醮
+6709 醅
+6710 蹩
+6711 ふ
+6712 澱
+6713 铡
+6714 諒
+6715 卅
+6716 囟
+6717 貍
+6718 鼋
+6719 鼍
+6720 罄
+6721 舐
+6722 蝈
+6723 鲣
+6724 鬲
+6725 乩
+6726 笄
+6727 蜱
+6728 翮
+6729 郧
+6730 笕
+6731 蜩
+6732 蛩
+6733 鲩
+6734 錾
+6735 蹶
+6736 騁
+6737 箜
+6738 鲮
+6739 跆
+6740 仨
+6741 赝
+6742 豊
+6743 匮
+6744 涸
+6745 笥
+6746 粢
+6747 赧
+6748 瞩
+6749 跤
+6750 睁
+6751 伉
+6752 襯
+6753 诌
+6754 筚
+6755 筌
+6756 騏
+6757 豉
+6758 糗
+6759 剀
+6760 瀞
+6761 嘢
+6762 呋
+6763 邏
+6764 吲
+6765 咂
+6766 唠
+6767 吆
+6768 哔
+6769 啕
+6770 甌
+6771 讦
+6772 诟
+6773 殆
+6774 鼯
+6775 侪
+6776 ほ
+6777 郓
+6778 诶
+6779 谀
+6780 倮
+6781 黉
+6782 黙
+6783 坻
+6784 兖
+6785 莛
+6786 苄
+6787 貳
+6788 贖
+6789 陬
+6790 谖
+6791 偻
+6792 兕
+6793 傥
+6794 畚
+6795 鶯
+6796 隈
+6797 谥
+6798 谪
+6799 鵲
+6800 僭
+6801 赑
+6802 谮
+6803 嘩
+6804 畑
+6805 攜
+6806 癥
+6807 価
+6808 莠
+6809 荩
+6810 萜
+6811 軼
+6812 媄
+6813 薨
+6814 薤
+6815 蕖
+6816 藁
+6817 迖
+6818 藿
+6819 蘼
+6820 奁
+6821 揄
+6822 尬
+6823 拶
+6824 燴
+6825 狛
+6826 磡
+6827 磧
+6828 磯
+6829 ǒ
+6830 鳔
+6831 鳟
+6832 鳏
+6833 鳎
+6834 鲀
+6835 鲹
+6836 瑣
+6837 唉
+6838 皜
+6839 皞
+6840 惮
+6841 郸
+6842 祘
+6843 揩
+6844 繚
+6845 袱
+6846 珝
+6847 珰
+6848 禱
+6849 畬
+6850 ぐ
+6851 睏
+6852 乚
+6853 倓
+6854 倞
+6855 僞
+6856 儷
+6857 儘
+6858 啫
+6859 嚮
+6860 噯
+6861 埇
+6862 埗
+6863 垵
+6864 塢
+6865 奭
+6866 妠
+6867 帰
+6868 恵
+6869 憤
+6870 挾
+6871 摳
+6872 攪
+6873 暦
+6874 暐
+6875 柈
+6876 枂
+6877 棲
+6878 棨
+6879 樁
+6880 槓
+6881 檳
+6882 毐
+6883 洑
+6884 湲
+6885 潁
+6886 瀆
+6887 讣
+6888 ゼ
+6889 嫉
+6890 絵
+6891 饯
+6892 ゾ
+6893 壘
+6894 絃
+6895 抉
+6896 絆
+6897 嫻
+6898 箏
+6899 箓
+6900 剐
+6901 徊
+6902 槻
+6903 碴
+6904 搽
+6905 诧
+6906 伋
+6907 矯
+6908 矻
+6909 瞅
+6910 堿
+6911 啰
+6912 瘁
+6913 岽
+6914 嶙
+6915 岌
+6916 岜
+6917 釗
+6918 啻
+6919 嗫
+6920 啷
+6921 斃
+6922 猬
+6923 夥
+6924 舛
+6925 猊
+6926 鈦
+6927 髀
+6928 跺
+6929 涘
+6930 遄
+6931 澶
+6932 浥
+6933 炁
+6934 浞
+6935 銨
+6936 洧
+6937 髂
+6938 ツ
+6939 臑
+6940 泖
+6941 慊
+6942 ッ
+6943 娒
+6944 辆
+6945 嗉
+6946 谰
+6947 峁
+6948 夤
+6949 岵
+6950 獠
+6951 獬
+6952 愠
+6953 崃
+6954 拎
+6955 崤
+6956 忉
+6957 怃
+6958 遴
+6959 迓
+6960 娩
+6961 羈
+6962 嗲
+6963 馇
+6964 囵
+6965 庑
+6966 漯
+6967 麈
+6968 挎
+6969 屾
+6970 涙
+6971 妫
+6972 髌
+6973 テ
+6974 徠
+6975 芣
+6976 茀
+6977 鄀
+6978 嚅
+6979 忤
+6980 潆
+6981 瞥
+6982 艱
+6983 嫘
+6984 骘
+6985 苨
+6986 翯
+6987 犴
+6988 馓
+6989 怙
+6990 逦
+6991 沩
+6992 囫
+6993 怦
+6994 羼
+6995 嵋
+6996 嵴
+6997 繭
+6998 囹
+6999 圉
+7000 鈕
+7001 怛
+7002 乓
+7003 咆
+7004 阒
+7005 鉗
+7006 徇
+7007 鉚
+7008 嶷
+7009 豳
+7010 咙
+7011 您
+7012 彷
+7013 妪
+7014 漭
+7015 噢
+7016 戕
+7017 鉅
+7018 鰾
+7019 旵
+7020 麋
+7021 绱
+7022 纰
+7023 鐐
+7024 莀
+7025 菂
+7026 橇
+7027 锹
+7028 缡
+7029 鏘
+7030 鏜
+7031 鏽
+7032 甾
+7033 哾
+7034 昫
+7035 饑
+7036 ば
+7037 鸺
+7038 鹁
+7039 鹌
+7040 鹩
+7041 鹨
+7042 餡
+7043 疠
+7044 橢
+7045 鏖
+7046 撻
+7047 閪
+7048 榘
+7049 椹
+7050 魃
+7051 囪
+7052 鑵
+7053 鑼
+7054 锜
+7055 溉
+7056 痊
+7057 颧
+7058 葷
+7059 応
+7060 旮
+7061 辚
+7062 陞
+7063 蕗
+7064 忞
+7065 膑
+7066 胱
+7067 氚
+7068 氲
+7069 牖
+7070 霂
+7071 霑
+7072 魉
+7073 瓴
+7074 殁
+7075 赡
+7076 桎
+7077 赈
+7078 肱
+7079 脘
+7080 槠
+7081 肫
+7082 閏
+7083 菴
+7084 桤
+7085 枨
+7086 槭
+7087 樗
+7088 桕
+7089 觌
+7090 腴
+7091 樘
+7092 雑
+7093 闘
+7094 隠
+7095 雖
+7096 萵
+7097 蕁
+7098 橛
+7099 轵
+7100 栌
+7101 纫
+7102 桴
+7103 桫
+7104 柝
+7105 朐
+7106 薙
+7107 橼
+7108 甥
+7109 辄
+7110 脍
+7111 蕎
+7112 甪
+7113 単
+7114 実
+7115 昰
+7116 窯
+7117 旼
+7118 沨
+7119 岺
+7120 濰
+7121 塱
+7122 汭
+7123 疙
+7124 婍
+7125 戆
+7126 怼
+7127 砜
+7128 砀
+7129 頃
+7130 魍
+7131 懲
+7132 戩
+7133 撿
+7134 齑
+7135 熳
+7136 鞏
+7137 囂
+7138 虤
+7139 滎
+7140 瞑
+7141 钭
+7142 畎
+7143 畋
+7144 顎
+7145 魑
+7146 戯
+7147 铯
+7148 铫
+7149 檄
+7150 蠄
+7151 旒
+7152 锛
+7153 砟
+7154 酞
+7155 炝
+7156 炻
+7157 钹
+7158 罾
+7159 盥
+7160 铼
+7161 锪
+7162 戽
+7163 嚏
+7164 硇
+7165 黻
+7166 黼
+7167 铊
+7168 铌
+7169 镪
+7170 锸
+7171 頗
+7172 盱
+7173 铑
+7174 钕
+7175 镱
+7176 飆
+7177 腆
+7178 祢
+7179 祧
+7180 詈
+7181 铗
+7182 镏
+7183 颯
+7184 蝨
+7185 禳
+7186 钶
+7187 淆
+7188 牺
+7189 恓
+7190 玨
+7191 鱈
+7192 攏
+7193 嘚
+7194 黢
+7195 я
+7196 褡
+7197 窨
+7198 窕
+7199 駱
+7200 囱
+7201 襦
+7202 裥
+7203 讶
+7204 耋
+7205 耵
+7206 裨
+7207 聒
+7208 褙
+7209 褓
+7210 馴
+7211 慜
+7212 浐
+7213 蟀
+7214 髙
+7215 ビ
+7216 売
+7217 を
+7218 勻
+7219 蚩
+7220 蚨
+7221 驍
+7222 舀
+7223 覓
+7224 黥
+7225 籀
+7226 臬
+7227 魟
+7228 詭
+7229 岞
+7230 霪
+7231 隹
+7232 龇
+7233 髦
+7234 е
+7235 愔
+7236 懼
+7237 謡
+7238 貅
+7239 醺
+7240 酴
+7241 髡
+7242 崭
+7243 鴣
+7244 鴦
+7245 へ
+7246 ヘ
+7247 踅
+7248 蠊
+7249 龉
+7250 醭
+7251 驛
+7252 筲
+7253 襞
+7254 鯽
+7255 踽
+7256 锗
+7257 跄
+7258 蹉
+7259 芈
+7260 蹑
+7261 跗
+7262 跚
+7263 麴
+7264 鮀
+7265 誅
+7266 仞
+7267 驟
+7268 鬍
+7269 鲭
+7270 蹰
+7271 跎
+7272 仃
+7273 蝾
+7274 酝
+7275 読
+7276 跸
+7277 叵
+7278 驤
+7279 髄
+7280 貉
+7281 跹
+7282 蠛
+7283 篝
+7284 篪
+7285 筘
+7286 蝮
+7287 蛴
+7288 蝤
+7289 蜇
+7290 龊
+7291 鲋
+7292 鲽
+7293 鮫
+7294 蘸
+7295 跻
+7296 豸
+7297 踉
+7298 踟
+7299 狰
+7300 赜
+7301 刎
+7302 驪
+7303 鬚
+7304 鲞
+7305 骉
+7306 喳
+7307 篤
+7308 訶
+7309 髖
+7310 蜉
+7311 蹀
+7312 佝
+7313 乸
+7314 沺
+7315 琍
+7316 琎
+7317 巖
+7318 禦
+7319 ╯
+7320 淪
+7321 咦
+7322 擀
+7323 甙
+7324 呖
+7325 咝
+7326 哞
+7327 哽
+7328 哓
+7329 呲
+7330 哕
+7331 咿
+7332 ╰
+7333 漷
+7334 禩
+7335 檜
+7336 鷲
+7337 髭
+7338 囑
+7339 诂
+7340 凇
+7341 诨
+7342 侉
+7343 佻
+7344 伲
+7345 鸞
+7346 鄞
+7347 郫
+7348 鄯
+7349 鼩
+7350 ぼ
+7351 軀
+7352 墀
+7353 転
+7354 酃
+7355 籴
+7356 倥
+7357 坩
+7358 坼
+7359 垆
+7360 茑
+7361 鹀
+7362 矍
+7363 坌
+7364 谑
+7365 陔
+7366 匍
+7367 茈
+7368 陲
+7369 傧
+7370 茼
+7371 芟
+7372 鵰
+7373 谘
+7374 亳
+7375 垩
+7376 隰
+7377 谡
+7378 邙
+7379 袤
+7380 儆
+7381 酆
+7382 鹮
+7383 賁
+7384 賃
+7385 儋
+7386 圮
+7387 苘
+7388 賄
+7389 鸛
+7390 埝
+7391 坜
+7392 鱒
+7393 乂
+7394 朧
+7395 沄
+7396 痺
+7397 穢
+7398 譞
+7399 擷
+7400 ポ
+7401 嬢
+7402 葑
+7403 莴
+7404 莩
+7405 菝
+7406 蒺
+7407 蓐
+7408 菔
+7409 輓
+7410 蒹
+7411 蒴
+7412 輛
+7413 軻
+7414 齲
+7415 傀
+7416 拮
+7417 薜
+7418 蕻
+7419 轅
+7420 蓿
+7421 捩
+7422 摒
+7423 奘
+7424 匏
+7425 揿
+7426 尴
+7427 抟
+7428 摁
+7429 辮
+7430 挹
+7431 搦
+7432 辺
+7433 谞
+7434 睜
+7435 搐
+7436 鳜
+7437 鱸
+7438 骺
+7439 鞲
+7440 鳙
+7441 鲉
+7442 鲘
+7443 鳉
+7444 鳑
+7445 讐
+7446 瑝
+7447 瑨
+7448 镑
+7449 皚
+7450 皦
+7451 盁
+7452 祙
+7453 痋
+7454 瘈
+7455 瘍
+7456 瘓
+7457 璣
+7458 瓏
+7459 瓘
+7460 笒
+7461 珖
+7462 豢
+7463 籟
+7464 粬
+7465 ё
+7466 禵
+7467 ┛
+7468 ┃
+7469 甡
+7470 ぷ
+7471 ぁ
+7472 ぇ
+7473 ガ
+7474 +
+7475 狈
+7476 盶
+7477 眬
+7478 睒
+7479 侘
+7480 亅
+7481 仮
+7482 亶
+7483 仏
+7484 偓
+7485 値
+7486 倻
+7487 儉
+7488 叡
+7489 厳
+7490 啱
+7491 噠
+7492 嚕
+7493 嘰
+7494 噭
+7495 噸
+7496 垈
+7497 垕
+7498 墾
+7499 墎
+7500 墘
+7501 姸
+7502 姈
+7503 嫲
+7504 嫆
+7505 嫊
+7506 嫋
+7507 崁
+7508 崈
+7509 崚
+7510 崢
+7511 幍
+7512 帯
+7513 巻
+7514 彫
+7515 弶
+7516 悪
+7517 慬
+7518 懇
+7519 憙
+7520 憫
+7521 挻
+7522 拝
+7523 斂
+7524 攢
+7525 攬
+7526 昞
+7527 暠
+7528 晝
+7529 晧
+7530 晸
+7531 杺
+7532 梶
+7533 梼
+7534 槺
+7535 槃
+7536 槑
+7537 櫞
+7538 櫚
+7539 殭
+7540 殲
+7541 洣
+7542 浛
+7543 洨
+7544 湰
+7545 湴
+7546 湳
+7547 淸
+7548 渼
+7549 漖
+7550 瀧
+7551 瀮
+7552 煢
+7553 焼
+7554 ぜ
+7555 兗
+7556 惣
+7557 紓
+7558 紘
+7559 紜
+7560 紮
+7561 鹘
+7562 絹
+7563 綑
+7564 ň
+7565 肪
+7566 ぞ
+7567 溇
+7568 綻
+7569 継
+7570 緞
+7571 糰
+7572 侥
+7573 続
+7574 綽
+7575 綝
+7576 攫
+7577 絜
+7578 緈
+7579 絪
+7580 綰
+7581 紈
+7582 絎
+7583 紉
+7584 惫
+7585 児
+7586 姽
+7587 暪
+7588 筧
+7589 恫
+7590 ゲ
+7591 瞋
+7592 睬
+7593 瞞
+7594 睺
+7595 硚
+7596 碁
+7597 砳
+7598 砕
+7599 珹
+7600 癆
+7601 嚜
+7602 惇
+7603 潽
+7604 嗎
+7605 幄
+7606 釁
+7607 釐
+7608 髁
+7609 劻
+7610 屃
+7611 浟
+7612 羱
+7613 郷
+7614 喁
+7615 唷
+7616 鄘
+7617 喈
+7618 鄲
+7619 骼
+7620 咐
+7621 惱
+7622 繽
+7623 纻
+7624 缷
+7625 罈
+7626 佲
+7627 団
+7628 夆
+7629 猕
+7630 飧
+7631 鈿
+7632 鉄
+7633 屄
+7634 嵚
+7635 聳
+7636 ゅ
+7637 ュ
+7638 嬪
+7639 濞
+7640 寤
+7641 瀹
+7642 鍊
+7643 鍙
+7644 冧
+7645 変
+7646 庝
+7647 鋇
+7648 洇
+7649 浃
+7650 洌
+7651 鋰
+7652 镊
+7653 臏
+7654 ャ
+7655 悝
+7656 惬
+7657 銖
+7658 溍
+7659 谩
+7660 脅
+7661 峋
+7662 浼
+7663 徉
+7664 徨
+7665 郃
+7666 噱
+7667 釧
+7668 邂
+7669 洫
+7670 溽
+7671 悛
+7672 忝
+7673 徭
+7674 怄
+7675 馄
+7676 鈉
+7677 徘
+7678 鈊
+7679 銬
+7680 鎌
+7681 ㄆ
+7682 芵
+7683 苼
+7684 苽
+7685 茋
+7686 崛
+7687 嗌
+7688 馐
+7689 馑
+7690 彖
+7691 咫
+7692 涫
+7693 婀
+7694 驺
+7695 芻
+7696 媲
+7697 骛
+7698 苃
+7699 骖
+7700 骢
+7701 苧
+7702 苭
+7703 鎧
+7704 罠
+7705 舎
+7706 镣
+7707 犰
+7708 犷
+7709 嗵
+7710 忪
+7711 錳
+7712 泐
+7713 阄
+7714 銶
+7715 狁
+7716 腘
+7717 狒
+7718 狨
+7719 狲
+7720 嘭
+7721 怍
+7722 怩
+7723 溆
+7724 湓
+7725 郟
+7726 翾
+7727 猄
+7728 噙
+7729 氵
+7730 狴
+7731 狳
+7732 帔
+7733 噘
+7734 儡
+7735 滠
+7736 猇
+7737 狺
+7738 癇
+7739 礳
+7740 昪
+7741 渃
+7742 瀋
+7743 –
+7744 廋
+7745 х
+7746 ょ
+7747 ョ
+7748 冪
+7749 绔
+7750 缁
+7751 绁
+7752 暻
+7753 菉
+7754 菫
+7755 玷
+7756 缛
+7757 鏗
+7758 荌
+7759 缣
+7760 莔
+7761 缰
+7762 缯
+7763 鏟
+7764 缵
+7765 莢
+7766 鐮
+7767 痙
+7768 俤
+7769 揹
+7770 梔
+7771 疍
+7772 黟
+7773 婐
+7774 氿
+7775 鸬
+7776 稹
+7777 皤
+7778 穑
+7779 饋
+7780 饹
+7781 餍
+7782 π
+7783 袆
+7784 鹆
+7785 鹇
+7786 鹋
+7787 疰
+7788 痃
+7789 鹕
+7790 鹚
+7791 痦
+7792 痼
+7793 鹪
+7794 瘌
+7795 餚
+7796 餛
+7797 疬
+7798 饅
+7799 瘙
+7800 杄
+7801 珽
+7802 夐
+7803 涢
+7804 楱
+7805 椁
+7806 棰
+7807 閬
+7808 熒
+7809 嗚
+7810 欒
+7811 韪
+7812 鑰
+7813 铚
+7814 葇
+7815 涥
+7816 滉
+7817 戋
+7818 検
+7819 浭
+7820 澥
+7821 蔪
+7822 囯
+7823 氹
+7824 氆
+7825 毵
+7826 耄
+7827 毳
+7828 氡
+7829 査
+7830 薦
+7831 藠
+7832 氩
+7833 氤
+7834 槊
+7835 杪
+7836 桡
+7837 蔭
+7838 曷
+7839 脬
+7840 閎
+7841 萩
+7842 晷
+7843 殚
+7844 殛
+7845 呻
+7846 菶
+7847 杷
+7848 隕
+7849 蒄
+7850 镚
+7851 閔
+7852 雋
+7853 轫
+7854 娠
+7855 鐸
+7856 柰
+7857 腠
+7858 胛
+7859 腼
+7860 薺
+7861 轳
+7862 蔔
+7863 胙
+7864 蒾
+7865 轹
+7866 檎
+7867 牦
+7868 媵
+7869 膂
+7870 胝
+7871 胴
+7872 檫
+7873 雝
+7874 蓇
+7875 曩
+7876 犒
+7877 臌
+7878 関
+7879 蒟
+7880 挲
+7881 胼
+7882 辋
+7883 檗
+7884 巉
+7885 昮
+7886 碏
+7887 嶧
+7888 済
+7889 滸
+7890 籬
+7891 琀
+7892 獺
+7893 ╥
+7894 璱
+7895 峣
+7896 抜
+7897 渋
+7898 璉
+7899 ы
+7900 図
+7901 栱
+7902 眵
+7903 韡
+7904 懑
+7905 韮
+7906 韾
+7907 蓖
+7908 呁
+7909 浲
+7910 滌
+7911 彀
+7912 欤
+7913 鞕
+7914 ヌ
+7915 斕
+7916 蹋
+7917 ь
+7918 嗩
+7919 畹
+7920 罘
+7921 顒
+7922 顓
+7923 顗
+7924 顥
+7925 埼
+7926 蝲
+7927 氾
+7928 颼
+7929 锃
+7930 罴
+7931 锝
+7932 砉
+7933 锕
+7934 砝
+7935 礤
+7936 礓
+7937 藺
+7938 钽
+7939 蠲
+7940 锱
+7941 镦
+7942 锲
+7943 锨
+7944 钚
+7945 顳
+7946 焐
+7947 嗡
+7948 颋
+7949 蟞
+7950 蘄
+7951 挝
+7952 镲
+7953 頼
+7954 硌
+7955 頽
+7956 锺
+7957 眙
+7958 椭
+7959 眭
+7960 碚
+7961 碡
+7962 祗
+7963 铙
+7964 锖
+7965 镌
+7966 镓
+7967 頡
+7968 碲
+7969 禊
+7970 颱
+7971 蟯
+7972 蟄
+7973 韜
+7974 頦
+7975 蝀
+7976 蟈
+7977 磔
+7978 忑
+7979 颶
+7980 磙
+7981 忐
+7982 燹
+7983 蠣
+7984 玧
+7985 獼
+7986 甁
+7987 禟
+7988 桲
+7989 譴
+7990 祃
+7991 窵
+7992 琺
+7993 俶
+7994 昺
+7995 渕
+7996 ∕
+7997 鱉
+7998 廙
+7999 琻
+8000 玭
+8001 ﹏
+8002 縉
+8003 烴
+8004 聍
+8005 癔
+8006 瘛
+8007 瘵
+8008 瘠
+8009 駙
+8010 駟
+8011 喲
+8012 癃
+8013 皴
+8014 裢
+8015 耧
+8016 裊
+8017 褛
+8018 聩
+8019 褊
+8020 褫
+8021 颃
+8022 媜
+8023 昽
+8024 梠
+8025 ㎡
+8026 嚭
+8027 埡
+8028 簕
+8029 簫
+8030 黧
+8031 篦
+8032 笞
+8033 蟋
+8034 蟑
+8035 螬
+8036 髪
+8037 в
+8038 虼
+8039 颥
+8040 蚍
+8041 蚋
+8042 驊
+8043 驎
+8044 円
+8045 捯
+8046 曇
+8047 眶
+8048 滛
+8049 烎
+8050 魘
+8051 艋
+8052 舢
+8053 魷
+8054 詮
+8055 婗
+8056 滝
+8057 龃
+8058 鲼
+8059 觥
+8060 龌
+8061 鰭
+8062 謬
+8063 鮜
+8064 酽
+8065 醢
+8066 醯
+8067 酡
+8068 鯇
+8069 鯖
+8070 辗
+8071 眨
+8072 圾
+8073 髫
+8074 卮
+8075 丨
+8076 艟
+8077 黾
+8078 艄
+8079 虿
+8080 龀
+8081 罅
+8082 箦
+8083 蜮
+8084 鲠
+8085 鲥
+8086 雠
+8087 誥
+8088 趵
+8089 趼
+8090 蹂
+8091 趺
+8092 嘏
+8093 蜴
+8094 鲦
+8095 襜
+8096 諦
+8097 箸
+8098 笮
+8099 襠
+8100 笊
+8101 箅
+8102 蜿
+8103 鍪
+8104 鏊
+8105 亻
+8106 豨
+8107 鯤
+8108 箪
+8109 筇
+8110 箢
+8111 蛲
+8112 蝻
+8113 籼
+8114 諭
+8115 鲱
+8116 躅
+8117 仂
+8118 諮
+8119 簁
+8120 鯧
+8121 謐
+8122 誰
+8123 鳯
+8124 訫
+8125 豈
+8126 蝰
+8127 粞
+8128 鯪
+8129 鲴
+8130 鮪
+8131 笤
+8132 笾
+8133 蝌
+8134 螋
+8135 蝓
+8136 趄
+8137 糌
+8138 鲇
+8139 鲆
+8140 鲻
+8141 鲺
+8142 鲐
+8143 躞
+8144 貊
+8145 伥
+8146 魆
+8147 鰍
+8148 鮭
+8149 鮍
+8150 髎
+8151 諷
+8152 鳶
+8153 筮
+8154 騮
+8155 詔
+8156 鯰
+8157 鮰
+8158 筅
+8159 篼
+8160 蝥
+8161 蜊
+8162 糅
+8163 酎
+8164 踮
+8165 刿
+8166 諺
+8167 鬢
+8168 骕
+8169 鴛
+8170 糨
+8171 鳊
+8172 巔
+8173 噐
+8174 攔
+8175 丷
+8176 烺
+8177 眘
+8178 譙
+8179 疭
+8180 丼
+8181 奡
+8182 н
+8183 ┻
+8184 邨
+8185 哚
+8186 呃
+8187 咤
+8188 呙
+8189 逨
+8190 哳
+8191 呶
+8192 唢
+8193 哂
+8194 啁
+8195 咣
+8196 唿
+8197 玹
+8198 眛
+8199 匱
+8200 噓
+8201 嶶
+8202 鼹
+8203 掹
+8204 鷥
+8205 蹿
+8206 ぺ
+8207 広
+8208 讧
+8209 趨
+8210 鶉
+8211 鶗
+8212 ベ
+8213 佴
+8214 佾
+8215 鼷
+8216 堺
+8217 燐
+8218 麀
+8219 鸰
+8220 ホ
+8221 鄣
+8222 郛
+8223 郏
+8224 鼽
+8225 慄
+8226 嬡
+8227 屲
+8228 堞
+8229 堠
+8230 劬
+8231 芄
+8232 鄄
+8233 艹
+8234 谂
+8235 诿
+8236 貯
+8237 劾
+8238 茔
+8239 鹍
+8240 陉
+8241 訇
+8242 鬯
+8243 荛
+8244 苁
+8245 鵪
+8246 鸊
+8247 偬
+8248 厶
+8249 賚
+8250 垴
+8251 贠
+8252 谝
+8253 邗
+8254 儇
+8255 苤
+8256 冫
+8257 圹
+8258 埸
+8259 黿
+8260 邶
+8261 埤
+8262 茌
+8263 谵
+8264 贍
+8265 瑅
+8266 眞
+8267 亀
+8268 坵
+8269 檞
+8270 玏
+8271 沇
+8272 縴
+8273 凖
+8274 淉
+8275 齷
+8276 龕
+8277 傒
+8278 栞
+8279 蓣
+8280 荸
+8281 荬
+8282 轂
+8283 萋
+8284 萏
+8285 菹
+8286 蓠
+8287 蒡
+8288 葜
+8289 甍
+8290 軽
+8291 軾
+8292 瓃
+8293 倆
+8294 巣
+8295 玓
+8296 淶
+8297 慆
+8298 兀
+8299 м
+8300 掁
+8301 栟
+8302 迍
+8303 蘧
+8304 轆
+8305 蕺
+8306 蘩
+8307 掴
+8308 捭
+8309 耷
+8310 掼
+8311 拊
+8312 拚
+8313 捃
+8314 込
+8315 盃
+8316 疇
+8317 偁
+8318 燻
+8319 牤
+8320 牘
+8321 犽
+8322 犢
+8323 磥
+8324 磦
+8325 磻
+8326 磾
+8327 ▕
+8328 ▽
+8329 鼢
+8330 鳓
+8331 靼
+8332 鞯
+8333 鲃
+8334 鲊
+8335 鲏
+8336 鲖
+8337 鲙
+8338 鲯
+8339 鲾
+8340 鳀
+8341 鳠
+8342 讃
+8343 譆
+8344 讎
+8345 讖
+8346 瑒
+8347 瑧
+8348 瑫
+8349 瑮
+8350 瑱
+8351 瑸
+8352 癭
+8353 皛
+8354 癩
+8355 皰
+8356 皸
+8357 礬
+8358 祼
+8359 禇
+8360 痎
+8361 瘄
+8362 瘆
+8363 瘣
+8364 瘧
+8365 瘨
+8366 瘺
+8367 瓔
+8368 瓚
+8369 瓛
+8370 瓟
+8371 縹
+8372 繄
+8373 繅
+8374 繕
+8375 穇
+8376 穫
+8377 窊
+8378 窓
+8379 窣
+8380 笉
+8381 笣
+8382 玚
+8383 玔
+8384 珄
+8385 珌
+8386 珎
+8387 珛
+8388 珵
+8389 粙
+8390 粨
+8391 粩
+8392 Т
+8393 О
+8394 Л
+8395 Э
+8396 Б
+8397 秬
+8398 稈
+8399 ┗
+8400 ━
+8401 畤
+8402 畯
+8403 ぉ
+8404 ぃ
+8405 プ
+8406 ィ
+8407 ゥ
+8408 眧
+8409 盷
+8410 眴
+8411 亊
+8412 伒
+8413 亇
+8414 仱
+8415 亜
+8416 亹
+8417 仐
+8418 仚
+8419 偞
+8420 偍
+8421 倕
+8422 倗
+8423 倧
+8424 倴
+8425 倵
+8426 倶
+8427 儈
+8428 僝
+8429 僜
+8430 儔
+8431 儚
+8432 劏
+8433 劵
+8434 劊
+8435 劌
+8436 剺
+8437 叇
+8438 叆
+8439 厔
+8440 厙
+8441 厷
+8442 喛
+8443 啣
+8444 啈
+8445 圇
+8446 嚢
+8447 嚨
+8448 嚟
+8449 噲
+8450 噵
+8451 噽
+8452 嚀
+8453 嚐
+8454 堊
+8455 垿
+8456 埈
+8457 埆
+8458 垻
+8459 垾
+8460 垏
+8461 垝
+8462 垞
+8463 垱
+8464 垳
+8465 夨
+8466 塤
+8467 壆
+8468 墐
+8469 娮
+8470 娀
+8471 妧
+8472 妶
+8473 姀
+8474 嫤
+8475 嫰
+8476 嫽
+8477 媭
+8478 媱
+8479 嫀
+8480 嫃
+8481 嫏
+8482 嫑
+8483 嫕
+8484 嫙
+8485 尨
+8486 宍
+8487 尅
+8488 尪
+8489 孿
+8490 寔
+8491 寗
+8492 寭
+8493 寯
+8494 寳
+8495 対
+8496 専
+8497 峘
+8498 崀
+8499 嶗
+8500 嵂
+8501 崼
+8502 嵒
+8503 崍
+8504 崐
+8505 巂
+8506 巸
+8507 巹
+8508 巿
+8509 帀
+8510 帡
+8511 帩
+8512 彯
+8513 惙
+8514 惢
+8515 悧
+8516 悩
+8517 悰
+8518 悵
+8519 慇
+8520 憚
+8521 憣
+8522 憭
+8523 掲
+8524 抃
+8525 拏
+8526 拠
+8527 拤
+8528 拫
+8529 拵
+8530 拸
+8531 挏
+8532 挐
+8533 挓
+8534 摽
+8535 摜
+8536 摫
+8537 搥
+8538 摑
+8539 敻
+8540 攣
+8541 攱
+8542 攲
+8543 攽
+8544 敐
+8545 暱
+8546 晙
+8547 晛
+8548 晫
+8549 晳
+8550 暁
+8551 暅
+8552 枴
+8553 柅
+8554 枹
+8555 枺
+8556 朶
+8557 枌
+8558 枒
+8559 枓
+8560 枙
+8561 枟
+8562 枦
+8563 枱
+8564 棸
+8565 椏
+8566 梋
+8567 棫
+8568 棻
+8569 梾
+8570 棅
+8571 樋
+8572 槱
+8573 榎
+8574 榿
+8575 槀
+8576 槇
+8577 槈
+8578 槉
+8579 槏
+8580 槖
+8581 槜
+8582 槝
+8583 橿
+8584 檁
+8585 櫌
+8586 檵
+8587 檻
+8588 櫆
+8589 櫈
+8590 毎
+8591 歔
+8592 殢
+8593 洦
+8594 泘
+8595 泑
+8596 洶
+8597 洴
+8598 浉
+8599 洰
+8600 洢
+8601 泚
+8602 洈
+8603 湋
+8604 湙
+8605 湚
+8606 湞
+8607 潿
+8608 澂
+8609 澔
+8610 潄
+8611 潏
+8612 潟
+8613 灤
+8614 灕
+8615 瀅
+8616 瀰
+8617 瀼
+8618 灃
+8619 灄
+8620 煬
+8621 煾
+8622 煡
+8623 煓
+8624 嚰
+8625 糬
+8626 ń
+8627 幗
+8628 摻
+8629 絔
+8630 綋
+8631 綎
+8632 痪
+8633 樉
+8634 緙
+8635 緱
+8636 緲
+8637 糀
+8638 紸
+8639 綣
+8640 紂
+8641 綬
+8642 鞴
+8643 肮
+8644 柟
+8645 箋
+8646 箖
+8647 箠
+8648 筯
+8649 筶
+8650 筼
+8651 刽
+8652 筜
+8653 嚥
+8654 嵅
+8655 毑
+8656 瞼
+8657 瞾
+8658 矅
+8659 矖
+8660 矚
+8661 瞐
+8662 睞
+8663 瞕
+8664 瞤
+8665 С
+8666 嫵
+8667 槼
+8668 砢
+8669 硞
+8670 硤
+8671 硨
+8672 硵
+8673 矰
+8674 盿
+8675 巃
+8676 焌
+8677 礎
+8678 禔
+8679 朅
+8680 楢
+8681 И
+8682 嫪
+8683 敧
+8684 獦
+8685 п
+8686 屺
+8687 岣
+8688 岖
+8689 幞
+8690 醽
+8691 醾
+8692 醿
+8693 釄
+8694 釈
+8695 Я
+8696 伭
+8697 偭
+8698 熈
+8699 羶
+8700 羾
+8701 翃
+8702 翚
+8703 о
+8704 傕
+8705 愢
+8706 曕
+8707 涏
+8708 鄚
+8709 唳
+8710 喾
+8711 啖
+8712 鄴
+8713 尷
+8714 椑
+8715 熇
+8716 繾
+8717 繹
+8718 纮
+8719 缊
+8720 罌
+8721 罍
+8722 呪
+8723 炩
+8724 熲
+8725 鈄
+8726 猞
+8727 獍
+8728 猸
+8729 狻
+8730 饪
+8731 饣
+8732 鈡
+8733 猢
+8734 猡
+8735 獗
+8736 鈷
+8737 β
+8738 吢
+8739 埪
+8740 徛
+8741 毬
+8742 浡
+8743 灺
+8744 赂
+8745 聤
+8746 聴
+8747 麇
+8748 у
+8749 傚
+8750 冨
+8751 堝
+8752 撳
+8753 欏
+8754 氬
+8755 滃
+8756 濆
+8757 錨
+8758 瀣
+8759 錩
+8760 濉
+8761 鍎
+8762 鍔
+8763 鍖
+8764 鍘
+8765 鍢
+8766 鍥
+8767 づ
+8768 偱
+8769 壟
+8770 惻
+8771 斉
+8772 舺
+8773 艅
+8774 艎
+8775 嶄
+8776 曚
+8777 澉
+8778 涠
+8779 洎
+8780 洚
+8781 鋯
+8782 鋶
+8783 鋹
+8784 偰
+8785 縻
+8786 娿
+8787 阕
+8788 悱
+8789 愀
+8790 悃
+8791 惝
+8792 惚
+8793 銆
+8794 銍
+8795 銓
+8796 銚
+8797 銥
+8798 γ
+8799 吤
+8800 幟
+8801 捗
+8802 脇
+8803 脛
+8804 脩
+8805 脳
+8806 脷
+8807 饨
+8808 褰
+8809 愎
+8810 岢
+8811 宄
+8812 徜
+8813 崦
+8814 噔
+8815 嗄
+8816 嚆
+8817 辶
+8818 謇
+8819 邋
+8820 迮
+8821 迕
+8822 渑
+8823 淠
+8824 溷
+8825 胊
+8826 憷
+8827 隳
+8828 崞
+8829 嗥
+8830 鉨
+8831 纁
+8832 淝
+8833 鉉
+8834 罝
+8835 狃
+8836 嵝
+8837 錮
+8838 腄
+8839 傛
+8840 忔
+8841 鎊
+8842 妯
+8843 妗
+8844 鎭
+8845 鏃
+8846 伷
+8847 吰
+8848 嬈
+8849 澠
+8850 芧
+8851 芠
+8852 苳
+8853 茖
+8854 茤
+8855 茪
+8856 徼
+8857 彡
+8858 犭
+8859 噼
+8860 嚯
+8861 翬
+8862 忾
+8863 迨
+8864 抨
+8865 渖
+8866 娌
+8867 芶
+8868 胬
+8869 鍮
+8870 媸
+8871 嫠
+8872 骒
+8873 鍺
+8874 骣
+8875 鍼
+8876 苢
+8877 鎡
+8878 芓
+8879 鎢
+8880 迄
+8881 纥
+8882 鎣
+8883 芛
+8884 纩
+8885 孓
+8886 臚
+8887 鄃
+8888 釭
+8889 臜
+8890 嵛
+8891 嵯
+8892 鄆
+8893 囗
+8894 忭
+8895 忸
+8896 馕
+8897 庀
+8898 屣
+8899 渫
+8900 撵
+8901 湎
+8902 阃
+8903 醞
+8904 郕
+8905 羕
+8906 鈑
+8907 臠
+8908 胠
+8909 猰
+8910 狽
+8911 嵫
+8912 郚
+8913 嘌
+8914 臢
+8915 漶
+8916 狯
+8917 嶝
+8918 鄌
+8919 圄
+8920 嗾
+8921 怫
+8922 搴
+8923 逡
+8924 逶
+8925 遑
+8926 鉶
+8927 阌
+8928 阋
+8929 錚
+8930 鉷
+8931 罳
+8932 鉸
+8933 釹
+8934 舠
+8935 銼
+8936 酺
+8937 羣
+8938 纓
+8939 羥
+8940 猁
+8941 彳
+8942 帙
+8943 嘬
+8944 傈
+8945 廑
+8946 舥
+8947 遘
+8948 潲
+8949 溘
+8950 膙
+8951 錡
+8952 醁
+8953 鉞
+8954 醂
+8955 猃
+8956 帻
+8957 廨
+8958 遢
+8959 爿
+8960 繸
+8961 鈀
+8962 舲
+8963 脄
+8964 肸
+8965 赁
+8966 呸
+8967 譩
+8968 璪
+8969 卋
+8970 媌
+8971 揵
+8972 渂
+8973 獴
+8974 濨
+8975 縞
+8976 玞
+8977 塩
+8978 礐
+8979 瑿
+8980 滳
+8981 濩
+8982 嶇
+8983 旂
+8984 栫
+8985 熺
+8986 绋
+8987 缱
+8988 绲
+8989 缈
+8990 绌
+8991 鐓
+8992 鐜
+8993 鐢
+8994 鐫
+8995 デ
+8996 喦
+8997 柷
+8998 溓
+8999 荾
+9000 莧
+9001 菋
+9002 菍
+9003 缂
+9004 绻
+9005 缒
+9006 荄
+9007 缧
+9008 莐
+9009 鏻
+9010 莑
+9011 荖
+9012 鏞
+9013 荗
+9014 缫
+9015 荙
+9016 鏤
+9017 缳
+9018 莦
+9019 譫
+9020 礵
+9021 穌
+9022 卍
+9023 坉
+9024 奷
+9025 檇
+9026 沝
+9027 鱀
+9028 窪
+9029 籇
+9030 丏
+9031 嘍
+9032 塂
+9033 廌
+9034 涴
+9035 滒
+9036 燄
+9037 瘅
+9038 瓞
+9039 鸹
+9040 饈
+9041 饗
+9042 饞
+9043 饤
+9044 饸
+9045 饾
+9046 佇
+9047 傂
+9048 椥
+9049 衸
+9050 鸸
+9051 痄
+9052 蠧
+9053 鹎
+9054 痖
+9055 痍
+9056 衒
+9057 餒
+9058 鹜
+9059 鹛
+9060 鹣
+9061 酗
+9062 餸
+9063 瘐
+9064 蠷
+9065 餾
+9066 餞
+9067 磂
+9068 縠
+9069 乪
+9070 僥
+9071 漞
+9072 瀍
+9073 礒
+9074 僂
+9075 楨
+9076 冮
+9077 嗛
+9078 忛
+9079 旈
+9080 氶
+9081 滈
+9082 轺
+9083 楗
+9084 閭
+9085 閶
+9086 閹
+9087 闀
+9088 闆
+9089 娚
+9090 樕
+9091 炆
+9092 蓕
+9093 蓢
+9094 蓪
+9095 蓯
+9096 ㈣
+9097 庤
+9098 氳
+9099 滆
+9100 鑷
+9101 鑾
+9102 钑
+9103 铏
+9104 铻
+9105 壢
+9106 嬋
+9107 斎
+9108 毴
+9109 萚
+9110 萛
+9111 葎
+9112 葖
+9113 葦
+9114 夑
+9115 婈
+9116 甏
+9117 犄
+9118 軎
+9119 戥
+9120 辎
+9121 辏
+9122 陘
+9123 険
+9124 蔃
+9125 蕣
+9126 蕫
+9127 蕶
+9128 侂
+9129 撾
+9130 涬
+9131 熾
+9132 毹
+9133 氍
+9134 雱
+9135 霙
+9136 吽
+9137 喫
+9138 毸
+9139 藘
+9140 藟
+9141 藦
+9142 藨
+9143 昃
+9144 刖
+9145 旯
+9146 璩
+9147 瓿
+9148 锳
+9149 槔
+9150 殄
+9151 殂
+9152 栳
+9153 枇
+9154 枥
+9155 赅
+9156 赍
+9157 氇
+9158 朊
+9159 赕
+9160 菳
+9161 镃
+9162 榍
+9163 赙
+9164 肭
+9165 鐳
+9166 菵
+9167 腽
+9168 殍
+9169 栝
+9170 梃
+9171 觊
+9172 觋
+9173 閒
+9174 雊
+9175 薌
+9176 蔴
+9177 薍
+9178 橥
+9179 菼
+9180 觏
+9181 薸
+9182 镴
+9183 鐺
+9184 蒻
+9185 萂
+9186 檠
+9187 梏
+9188 枵
+9189 蕂
+9190 旰
+9191 暌
+9192 曛
+9193 牾
+9194 擞
+9195 腧
+9196 蓀
+9197 薖
+9198 蓂
+9199 閟
+9200 鑣
+9201 柽
+9202 脒
+9203 閡
+9204 轾
+9205 檑
+9206 柃
+9207 柢
+9208 闡
+9209 蕌
+9210 犏
+9211 贶
+9212 僳
+9213 蔞
+9214 薠
+9215 蓎
+9216 椠
+9217 閆
+9218 闋
+9219 蔂
+9220 薁
+9221 琭
+9222 奻
+9223 渇
+9224 鱂
+9225 禙
+9226 丗
+9227 朏
+9228 桭
+9229 汧
+9230 磄
+9231 縢
+9232 眊
+9233 俫
+9234 峠
+9235 璆
+9236 咷
+9237 圙
+9238 楪
+9239 欸
+9240 甴
+9241 奾
+9242 媓
+9243 榟
+9244 渉
+9245 疕
+9246 璈
+9247 奌
+9248 桯
+9249 礽
+9250 唅
+9251 沬
+9252 両
+9253 朓
+9254 愴
+9255 韃
+9256 恝
+9257 恁
+9258 頊
+9259 囃
+9260 埻
+9261 娡
+9262 樛
+9263 蚡
+9264 蛯
+9265 蛺
+9266 蜆
+9267 嶌
+9268 靆
+9269 歃
+9270 臁
+9271 靰
+9272 飑
+9273 霡
+9274 欷
+9275 膦
+9276 靄
+9277 靺
+9278 魈
+9279 嬏
+9280 藹
+9281 虁
+9282 虒
+9283 栴
+9284 燁
+9285 瞀
+9286 畀
+9287 瞌
+9288 瞟
+9289 瞍
+9290 睥
+9291 頫
+9292 囄
+9293 嬑
+9294 屛
+9295 嵨
+9296 櫸
+9297 蝃
+9298 螄
+9299 螆
+9300 庯
+9301 橈
+9302 濓
+9303 锇
+9304 锆
+9305 锔
+9306 锒
+9307 飩
+9308 飪
+9309 屜
+9310 徬
+9311 愊
+9312 撓
+9313 浵
+9314 蟶
+9315 蟷
+9316 蠂
+9317 蠑
+9318 蠙
+9319 砑
+9320 罱
+9321 锞
+9322 罟
+9323 觳
+9324 畛
+9325 锍
+9326 礅
+9327 砼
+9328 豌
+9329 靉
+9330 烀
+9331 瞠
+9332 盍
+9333 钅
+9334 顰
+9335 镡
+9336 锫
+9337 镢
+9338 礞
+9339 炱
+9340 鞡
+9341 砬
+9342 蘡
+9343 扃
+9344 镧
+9345 蘢
+9346 祓
+9347 镳
+9348 砩
+9349 硎
+9350 硭
+9351 礻
+9352 铋
+9353 钍
+9354 顴
+9355 螮
+9356 镩
+9357 镨
+9358 蟜
+9359 颎
+9360 蟝
+9361 鞨
+9362 頷
+9363 螲
+9364 蚷
+9365 硗
+9366 硖
+9367 祆
+9368 钐
+9369 铒
+9370 颕
+9371 蚃
+9372 頹
+9373 韐
+9374 蟢
+9375 鞮
+9376 蝜
+9377 眈
+9378 霳
+9379 硪
+9380 煸
+9381 熘
+9382 蝟
+9383 钣
+9384 铘
+9385 铞
+9386 飋
+9387 蟧
+9388 矬
+9389 矧
+9390 镆
+9391 鞶
+9392 頠
+9393 磉
+9394 爝
+9395 靦
+9396 飔
+9397 碹
+9398 蘵
+9399 燠
+9400 燔
+9401 铥
+9402 飖
+9403 稂
+9404 镘
+9405 靨
+9406 飗
+9407 蛍
+9408 颳
+9409 靬
+9410 蘗
+9411 蟳
+9412 镙
+9413 靂
+9414 蘘
+9415 蝂
+9416 籮
+9417 媕
+9418 巎
+9419 杍
+9420 榡
+9421 匤
+9422 旿
+9423 汮
+9424 媖
+9425 宬
+9426 昸
+9427 鱇
+9428 圞
+9429 痩
+9430 禠
+9431 甃
+9432 凩
+9433 奓
+9434 昄
+9435 玬
+9436 弇
+9437 杕
+9438 禡
+9439 僊
+9440 慚
+9441 磏
+9442 祅
+9443 籲
+9444 俷
+9445 卬
+9446 坣
+9447 礜
+9448 玁
+9449 瘩
+9450 侎
+9451 傫
+9452 烋
+9453 瘭
+9454 癍
+9455 窀
+9456 瘰
+9457 穸
+9458 瘼
+9459 瘢
+9460 駡
+9461 駭
+9462 а
+9463 毖
+9464 炑
+9465 熝
+9466 褆
+9467 褕
+9468 褢
+9469 褣
+9470 褦
+9471 褯
+9472 窬
+9473 癯
+9474 襻
+9475 窭
+9476 疋
+9477 皲
+9478 馼
+9479 馚
+9480 馜
+9481 耩
+9482 袷
+9483 袼
+9484 裎
+9485 裣
+9486 耨
+9487 耱
+9488 裰
+9489 襁
+9490 裈
+9491 聱
+9492 顸
+9493 褴
+9494 裋
+9495 馱
+9496 裏
+9497 唎
+9498 弌
+9499 恛
+9500 渙
+9501 窸
+9502 籓
+9503 労
+9504 椇
+9505 樅
+9506 熀
+9507 簞
+9508 簠
+9509 簷
+9510 Ⅲ
+9511 嶓
+9512 蠖
+9513 螅
+9514 螗
+9515 蟊
+9516 髣
+9517 髴
+9518 鬄
+9519 饔
+9520 営
+9521 捰
+9522 臃
+9523 訏
+9524 訑
+9525 訕
+9526 訚
+9527 黩
+9528 岒
+9529 嶒
+9530 栻
+9531 颟
+9532 虮
+9533 騾
+9534 驀
+9535 驁
+9536 驃
+9537 呉
+9538 喴
+9539 襖
+9540 覚
+9541 傯
+9542 掫
+9543 汈
+9544 濘
+9545 舁
+9546 舻
+9547 舣
+9548 艨
+9549 舴
+9550 舾
+9551 舳
+9552 嬙
+9553 懺
+9554 捲
+9555 斣
+9556 詛
+9557 詝
+9558 詡
+9559 詣
+9560 詰
+9561 詼
+9562 匂
+9563 庼
+9564 楒
+9565 欥
+9566 汌
+9567 龅
+9568 鯻
+9569 鯷
+9570 龆
+9571 觫
+9572 謦
+9573 鰟
+9574 鰣
+9575 鰤
+9576 鰥
+9577 鰩
+9578 鰶
+9579 喼
+9580 壷
+9581 娭
+9582 撝
+9583 曋
+9584 氈
+9585 謄
+9586 諤
+9587 謨
+9588 謫
+9589 謳
+9590 侕
+9591 凊
+9592 婖
+9593 曱
+9594 濙
+9595 醑
+9596 醐
+9597 醣
+9598 鯔
+9599 栒
+9600 椪
+9601 誣
+9602 諏
+9603 咗
+9604 岠
+9605 戻
+9606 鴃
+9607 鴂
+9608 鴯
+9609 鴳
+9610 鴷
+9611 ω
+9612 堌
+9613 愗
+9614 懾
+9615 椮
+9616 炟
+9617 亍
+9618 鼗
+9619 貐
+9620 蠼
+9621 蚪
+9622 艏
+9623 艚
+9624 跫
+9625 豕
+9626 蟛
+9627 舨
+9628 蟪
+9629 骯
+9630 螵
+9631 筢
+9632 恿
+9633 筻
+9634 襛
+9635 颡
+9636 蚵
+9637 蜾
+9638 詀
+9639 訟
+9640 袈
+9641 鲡
+9642 趿
+9643 踱
+9644 蹁
+9645 剜
+9646 劁
+9647 劂
+9648 詁
+9649 魾
+9650 蚯
+9651 鮟
+9652 蹒
+9653 冂
+9654 覦
+9655 騞
+9656 訢
+9657 粜
+9658 諨
+9659 誨
+9660 跣
+9661 鴇
+9662 鳧
+9663 谼
+9664 覧
+9665 箝
+9666 箨
+9667 笫
+9668 羰
+9669 鯡
+9670 跞
+9671 跏
+9672 詆
+9673 訥
+9674 谿
+9675 笸
+9676 蛱
+9677 綮
+9678 粝
+9679 鲰
+9680 鮥
+9681 跬
+9682 躏
+9683 仡
+9684 匚
+9685 仫
+9686 簀
+9687 覬
+9688 鮦
+9689 鰈
+9690 鮨
+9691 鮈
+9692 覯
+9693 鰉
+9694 諱
+9695 鳰
+9696 鬘
+9697 躐
+9698 伛
+9699 阂
+9700 髈
+9701 篌
+9702 篥
+9703 蛞
+9704 蝣
+9705 蛑
+9706 蛘
+9707 趔
+9708 趑
+9709 趱
+9710 豇
+9711 拄
+9712 鮋
+9713 踔
+9714 跽
+9715 鴒
+9716 豋
+9717 仳
+9718 卣
+9719 覲
+9720 驫
+9721 観
+9722 騫
+9723 謖
+9724 謗
+9725 鴕
+9726 骃
+9727 魋
+9728 髏
+9729 鮐
+9730 鳷
+9731 篣
+9732 螓
+9733 蜍
+9734 魎
+9735 訳
+9736 謚
+9737 鲒
+9738 鳆
+9739 鲔
+9740 鳇
+9741 鲕
+9742 誹
+9743 踬
+9744 觖
+9745 踯
+9746 刭
+9747 觱
+9748 鮒
+9749 髕
+9750 觴
+9751 諼
+9752 豖
+9753 騳
+9754 験
+9755 襶
+9756 酏
+9757 鲚
+9758 踺
+9759 骦
+9760 鴝
+9761 鳽
+9762 蜣
+9763 肄
+9764 剞
+9765 訝
+9766 鱬
+9767 卲
+9768 梡
+9769 廝
+9770 ╭
+9771 琿
+9772 弎
+9773 梣
+9774 禥
+9775 慟
+9776 峳
+9777 璕
+9778 擱
+9779 祍
+9780 峴
+9781 泂
+9782 渟
+9783 漵
+9784 禨
+9785 婼
+9786 擲
+9787 昐
+9788 鬟
+9789 忂
+9790 攮
+9791 攉
+9792 撙
+9793 撺
+9794 邅
+9795 邩
+9796 呒
+9797 哙
+9798 唣
+9799 哐
+9800 咭
+9801 啭
+9802 遅
+9803 遹
+9804 唼
+9805 痶
+9806 籺
+9807 籘
+9808 盩
+9809 俆
+9810 嘥
+9811 昑
+9812 桾
+9813 漈
+9814 畊
+9815 僽
+9816 坲
+9817 塽
+9818 妘
+9819 奤
+9820 孶
+9821 朥
+9822 Ⅹ
+9823 夲
+9824 燏
+9825 鷟
+9826 鷂
+9827 鷞
+9828 鷨
+9829 鷯
+9830 鷸
+9831 鷿
+9832 и
+9833 ペ
+9834 佢
+9835 嗂
+9836 氌
+9837 诖
+9838 诎
+9839 诙
+9840 诋
+9841 冖
+9842 跂
+9843 跅
+9844 跐
+9845 咘
+9846 圌
+9847 滪
+9848 鵠
+9849 鵟
+9850 鶒
+9851 鶘
+9852 ①
+9853 佡
+9854 嬞
+9855 俅
+9856 俜
+9857 贄
+9858 凔
+9859 曽
+9860 鸤
+9861 髹
+9862 娵
+9863 撣
+9864 鄹
+9865 邾
+9866 郾
+9867 蹐
+9868 蹓
+9869 蹠
+9870 蹣
+9871 圏
+9872 婞
+9873 孅
+9874 欬
+9875 黐
+9876 鬈
+9877 冘
+9878 嗆
+9879 嵻
+9880 愜
+9881 栜
+9882 炣
+9883 塄
+9884 墁
+9885 芑
+9886 芏
+9887 鼙
+9888 軋
+9889 軏
+9890 軛
+9891 诮
+9892 劢
+9893 诓
+9894 诔
+9895 讵
+9896 卺
+9897 诹
+9898 诼
+9899 哿
+9900 麬
+9901 苈
+9902 苠
+9903 倨
+9904 貰
+9905 阽
+9906 偾
+9907 鷇
+9908 賒
+9909 鷈
+9910 阼
+9911 匐
+9912 踖
+9913 鷉
+9914 鹔
+9915 陧
+9916 垤
+9917 埏
+9918 巯
+9919 芴
+9920 躪
+9921 鹠
+9922 鵑
+9923 傺
+9924 鹡
+9925 鸑
+9926 苎
+9927 鶲
+9928 貽
+9929 僬
+9930 埚
+9931 埘
+9932 埒
+9933 圬
+9934 躉
+9935 芤
+9936 茇
+9937 趐
+9938 躊
+9939 踧
+9940 跶
+9941 鹯
+9942 跼
+9943 賡
+9944 龠
+9945 賂
+9946 鹴
+9947 邡
+9948 蠃
+9949 埴
+9950 茺
+9951 鶺
+9952 赪
+9953 黈
+9954 鶻
+9955 踴
+9956 谳
+9957 鵼
+9958 圯
+9959 鸝
+9960 鸂
+9961 鼱
+9962 鱲
+9963 璿
+9964 憊
+9965 泇
+9966 玍
+9967 嶸
+9968 烿
+9969 皐
+9970 竪
+9971 玾
+9972 杦
+9973 泈
+9974 鱓
+9975 媁
+9976 榃
+9977 淲
+9978 玿
+9979 亁
+9980 碭
+9981 癤
+9982 疿
+9983 揦
+9984 榅
+9985 鱵
+9986 瑈
+9987 儁
+9988 漼
+9989 玒
+9990 甕
+9991 塝
+9992 榊
+9993 圐
+9994 岧
+9995 汖
+9996 齶
+9997 齙
+9998 龁
+9999 龔
+10000 龘
+10001 龢
+10002 冚
+10003 嗇
+10004 堓
+10005 壿
+10006 澼
+10007 炤
+10008 莸
+10009 輻
+10010 輾
+10011 轁
+10012 蒎
+10013 鼴
+10014 菪
+10015 萑
+10016 輋
+10017 軫
+10018 蓊
+10019 菸
+10020 齦
+10021 蒗
+10022 葚
+10023 齪
+10024 輗
+10025 葸
+10026 蔸
+10027 蔹
+10028 輜
+10029 輞
+10030 葺
+10031 輟
+10032 縵
+10033 儂
+10034 唞
+10035 妟
+10036 媧
+10037 瀦
+10038 鱖
+10039 礪
+10040 俍
+10041 嘮
+10042 怹
+10043 堽
+10044 嶠
+10045 橚
+10046 汘
+10047 勣
+10048 堔
+10049 搠
+10050 迀
+10051 薷
+10052 辿
+10053 薅
+10054 蕞
+10055 轡
+10056 迏
+10057 迵
+10058 蕹
+10059 廾
+10060 辀
+10061 掮
+10062 揲
+10063 揸
+10064 揠
+10065 辡
+10066 轍
+10067 尥
+10068 摅
+10069 搛
+10070 搋
+10071 轘
+10072 搡
+10073 摞
+10074 摭
+10075 揶
+10076 鳡
+10077 笭
+10078 厾
+10079 棤
+10080 湢
+10081 犠
+10082 牠
+10083 牁
+10084 牂
+10085 燼
+10086 犼
+10087 燜
+10088 爊
+10089 爍
+10090 爕
+10091 犧
+10092 碻
+10093 碸
+10094 磣
+10095 碷
+10096 磠
+10097 磢
+10098 碄
+10099 碶
+10100 磩
+10101 磪
+10102 磭
+10103 磰
+10104 磱
+10105 磳
+10106 磵
+10107 磶
+10108 磹
+10109 磼
+10110 磿
+10111 礀
+10112 礂
+10113 礃
+10114 礄
+10115 礆
+10116 礇
+10117 礈
+10118 礉
+10119 礊
+10120 礋
+10121 `
+10122 ^
+10123 ╜
+10124 ╚
+10125 ▇
+10126 ㄗ
+10127 ▅
+10128 ǖ
+10129 ╛
+10130 ǚ
+10131 ǜ
+10132 ɑ
+10133 ╗
+10134 ╙
+10135 ▄
+10136 ▆
+10137 ǘ
+10138 ˊ
+10139 ╘
+10140 █
+10141 ▉
+10142 ▊
+10143 ▋
+10144 ▌
+10145 ▍
+10146 ▎
+10147 ▏
+10148 ▓
+10149 ▔
+10150 ▼
+10151 ◢
+10152 ◣
+10153 ◤
+10154 ◥
+10155 ☉
+10156 ⊕
+10157 〒
+10158 〝
+10159 〞
+10160 ~
+10161 鞔
+10162 鱜
+10163 鱚
+10164 鱺
+10165 鱛
+10166 鱙
+10167 鱹
+10168 鞫
+10169 鰼
+10170 鱻
+10171 鱽
+10172 鱾
+10173 鲄
+10174 鲌
+10175 鲓
+10176 鲗
+10177 鲝
+10178 鲪
+10179 鲬
+10180 鲿
+10181 鳁
+10182 鳂
+10183 鳈
+10184 鳒
+10185 鳚
+10186 鳛
+10187 譤
+10188 讄
+10189 譥
+10190 譡
+10191 譢
+10192 讉
+10193 讋
+10194 讌
+10195 讑
+10196 讒
+10197 讔
+10198 讕
+10199 讙
+10200 讛
+10201 讜
+10202 讞
+10203 讟
+10204 讬
+10205 讱
+10206 讻
+10207 诇
+10208 诐
+10209 诪
+10210 谉
+10211 <
+10212 =
+10213 >
+10214 琡
+10215 琟
+10216 瑍
+10217 琠
+10218 琜
+10219 琞
+10220 瑊
+10221 瑌
+10222 珸
+10223 琝
+10224 瑎
+10225 瑏
+10226 瑐
+10227 瑑
+10228 瑓
+10229 瑔
+10230 瑖
+10231 瑘
+10232 瑡
+10233 瑥
+10234 瑦
+10235 瑬
+10236 瑲
+10237 瑳
+10238 瑴
+10239 瑵
+10240 瑹
+10241 |
+10242 Υ
+10243 Θ
+10244 ψ
+10245 Μ
+10246 Ζ
+10247 Π
+10248 Φ
+10249 Ο
+10250 Ν
+10251 Α
+10252 Ψ
+10253 Ω
+10254 Λ
+10255 Η
+10256 Χ
+10257 Ι
+10258 Ξ
+10259 Δ
+10260 Β
+10261 Γ
+10262 Ε
+10263 Ρ
+10264 癪
+10265 皘
+10266 癧
+10267 癅
+10268 癨
+10269 皝
+10270 皟
+10271 皠
+10272 皡
+10273 皢
+10274 皣
+10275 皥
+10276 皧
+10277 皨
+10278 皪
+10279 皫
+10280 皬
+10281 皭
+10282 皯
+10283 皳
+10284 皵
+10285 皶
+10286 皷
+10287 皹
+10288 皻
+10289 皼
+10290 皽
+10291 皾
+10292 盀
+10293 礰
+10294 礮
+10295 祣
+10296 礫
+10297 礭
+10298 祡
+10299 礍
+10300 祦
+10301 祩
+10302 祪
+10303 祫
+10304 祬
+10305 祮
+10306 祰
+10307 祱
+10308 祲
+10309 祳
+10310 祴
+10311 祵
+10312 祶
+10313 祹
+10314 祻
+10315 祽
+10316 祾
+10317 禂
+10318 禃
+10319 禆
+10320 禈
+10321 禉
+10322 禋
+10323 禌
+10324 禐
+10325 禑
+10326 _
+10327 痐
+10328 瘇
+10329 痏
+10330 痆
+10331 痌
+10332 瘂
+10333 疈
+10334 瘎
+10335 瘏
+10336 瘑
+10337 瘒
+10338 瘔
+10339 瘖
+10340 瘚
+10341 瘜
+10342 瘝
+10343 瘞
+10344 瘬
+10345 瘮
+10346 瘯
+10347 瘲
+10348 瘶
+10349 瘷
+10350 瘹
+10351 瘻
+10352 瘽
+10353 癁
+10354 璥
+10355 瓇
+10356 瓅
+10357 璤
+10358 璢
+10359 瑻
+10360 璡
+10361 瓈
+10362 瓉
+10363 瓌
+10364 瓍
+10365 瓎
+10366 瓐
+10367 瓑
+10368 瓓
+10369 瓕
+10370 瓖
+10371 瓙
+10372 瓝
+10373 瓡
+10374 瓥
+10375 瓧
+10376 瓨
+10377 瓩
+10378 瓪
+10379 瓫
+10380 瓬
+10381 瓭
+10382 瓱
+10383 -
+10384 ,
+10385 ;
+10386 :
+10387 !
+10388 〈
+10389 〃
+10390 △
+10391 ∽
+10392 ‖
+10393 ˇ
+10394 “
+10395 〉
+10396 ’
+10397 …
+10398
+10399 】
+10400 》
+10401 「
+10402 ～
+10403 』
+10404 ¨
+10405 《
+10406 ‘
+10407 ·
+10408 、
+10409 。
+10410 ˉ
+10411 ”
+10412 ?
+10413 縙
+10414 縚
+10415 縘
+10416 縶
+10417 縸
+10418 縗
+10419 縺
+10420 縼
+10421 縿
+10422 繀
+10423 繂
+10424 繈
+10425 繉
+10426 繊
+10427 繋
+10428 繌
+10429 繍
+10430 繎
+10431 繏
+10432 繐
+10433 繑
+10434 繒
+10435 繓
+10436 繖
+10437 繗
+10438 繘
+10439 繙
+10440 繛
+10441 繜
+10442 /
+10443 穈
+10444 穅
+10445 穨
+10446 穦
+10447 穄
+10448 穧
+10449 稝
+10450 穃
+10451 穪
+10452 穬
+10453 穭
+10454 穮
+10455 穱
+10456 穲
+10457 穵
+10458 穻
+10459 穼
+10460 穽
+10461 穾
+10462 窂
+10463 窇
+10464 窉
+10465 窋
+10466 窌
+10467 窎
+10468 窏
+10469 窐
+10470 窔
+10471 窙
+10472 窚
+10473 窛
+10474 窞
+10475 窡
+10476 竈
+10477 竳
+10478 竉
+10479 竲
+10480 竆
+10481 竴
+10482 竵
+10483 竷
+10484 竸
+10485 竻
+10486 竼
+10487 竾
+10488 笀
+10489 笁
+10490 笂
+10491 笅
+10492 笇
+10493 笌
+10494 笍
+10495 笎
+10496 笐
+10497 笓
+10498 笖
+10499 笗
+10500 笘
+10501 笚
+10502 笜
+10503 笝
+10504 笟
+10505 笡
+10506 笢
+10507 笧
+10508 笩
+10509 '
+10510 "
+10511 珇
+10512 珆
+10513 珋
+10514 珒
+10515 珓
+10516 珔
+10517 珕
+10518 珗
+10519 珘
+10520 珚
+10521 珜
+10522 珟
+10523 珡
+10524 珢
+10525 珤
+10526 珦
+10527 珨
+10528 珫
+10529 珬
+10530 珯
+10531 珳
+10532 珴
+10533 珶
+10534 粇
+10535 粅
+10536 籣
+10537 粆
+10538 粈
+10539 粊
+10540 粋
+10541 粌
+10542 粍
+10543 粎
+10544 粏
+10545 粐
+10546 粓
+10547 粔
+10548 粖
+10549 粚
+10550 粛
+10551 粠
+10552 粡
+10553 粣
+10554 粦
+10555 粫
+10556 粭
+10557 粯
+10558 粰
+10559 粴
+10560 粶
+10561 粷
+10562 粸
+10563 粺
+10564 (
+10565 )
+10566 [
+10567 ]
+10568 {
+10569 }
+10570 Ж
+10571 К
+10572 Е
+10573 У
+10574 Н
+10575 А
+10576 Х
+10577 Ц
+10578 Й
+10579 Щ
+10580 Ё
+10581 Ф
+10582 З
+10583 М
+10584 Г
+10585 В
+10586 Д
+10587 П
+10588 禴
+10589 秪
+10590 秥
+10591 禰
+10592 秢
+10593 秨
+10594 禓
+10595 秮
+10596 秱
+10597 秲
+10598 秳
+10599 秴
+10600 秵
+10601 秶
+10602 秷
+10603 秹
+10604 秺
+10605 秼
+10606 秿
+10607 稁
+10608 稄
+10609 稉
+10610 稊
+10611 稌
+10612 稏
+10613 稐
+10614 稑
+10615 稒
+10616 稓
+10617 稕
+10618 稖
+10619 稘
+10620 稙
+10621 稛
+10622 ┐
+10623 ┄
+10624 ﹡
+10625 ┈
+10626 ﹟
+10627 │
+10628 ┌
+10629 ┑
+10630 ┋
+10631 ┉
+10632 ┓
+10633 └
+10634 ┇
+10635 ﹞
+10636 ﹠
+10637 ┒
+10638 ┅
+10639 ┊
+10640 〡
+10641 ─
+10642 ‐
+10643 ┍
+10644 ﹢
+10645 ﹣
+10646 ﹤
+10647 ﹥
+10648 ﹦
+10649 ﹨
+10650 ﹩
+10651 ﹪
+10652 ﹫
+10653 〇
+10654 甞
+10655 畘
+10656 畖
+10657 甠
+10658 甗
+10659 甝
+10660 畕
+10661 畗
+10662 甛
+10663 畞
+10664 畟
+10665 畠
+10666 畡
+10667 畣
+10668 畧
+10669 畨
+10670 畩
+10671 畮
+10672 畱
+10673 畳
+10674 畵
+10675 畷
+10676 畺
+10677 畻
+10678 畼
+10679 畽
+10680 畾
+10681 疀
+10682 疁
+10683 疂
+10684 疄
+10685 @
+10686 ぅ
+10687 ⒋
+10688 ⅷ
+10689 Ⅶ
+10690 ⒆
+10691 ⅵ
+10692 ⒌
+10693 ⅰ
+10694 ⒖
+10695 ⒎
+10696 ⒏
+10697 ⒒
+10698 ⅶ
+10699 ⒍
+10700 ⅸ
+10701 ⅳ
+10702 ⅱ
+10703 ⅲ
+10704 ⅴ
+10705 ⒈
+10706 （
+10707 Ｗ
+10708 ，
+10709 ＆
+10710 ５
+10711 ／
+10712 －
+10713 ！
+10714 ？
+10715 ＋
+10716 ；
+10717 ＇
+10718 ）
+10719 ．
+10720 ￥
+10721 ＂
+10722 ＃
+10723 ％
+10724 ァ
+10725 ェ
+10726 ォ
+10727 \
+10728 盽
+10729 盺
+10730 眫
+10731 盻
+10732 盵
+10733 眥
+10734 眪
+10735 盄
+10736 眮
+10737 眰
+10738 眱
+10739 眲
+10740 眳
+10741 眹
+10742 眻
+10743 眽
+10744 眿
+10745 睂
+10746 睄
+10747 睅
+10748 睆
+10749 睈
+10750 睉
+10751 睊
+10752 睋
+10753 睌
+10754 睍
+10755 睎
+10756 睓
+10757 睔
+10758 睕
+10759 睖
+10760 睗
+10761 睘
+10762 睙
+10763
+10764
+10765
+10766
+10767
+10768
+10769
+10770
+10771
+10772
+10773
+10774
+10775
+10776
+10777
+10778
+10779
+10780
+10781
+10782
+10783
+10784
+10785
+10786
+10787
+10788
+10789
+10790
+10791 伌
+10792 乣
+10793 乛
+10794 仺
+10795 伂
+10796 仸
+10797 伆
+10798 乢
+10799 伅
+10800 伃
+10801 仭
+10802 伩
+10803 伔
+10804 伀
+10805 乕
+10806 亄
+10807 仹
+10808 伓
+10809 仼
+10810 伄
+10811 丂
+10812 仯
+10813 仴
+10814 乗
+10815 伇
+10816 亐
+10817 亖
+10818 亗
+10819 亙
+10820 亝
+10821 亣
+10822 亪
+10823 亯
+10824 亰
+10825 亱
+10826 亴
+10827 亷
+10828 亸
+10829 亼
+10830 亽
+10831 亾
+10832 仈
+10833 仌
+10834 仒
+10835 仛
+10836 仜
+10837 仠
+10838 仢
+10839 仦
+10840 仧
+10841 俙
+10842 俕
+10843 傋
+10844 倈
+10845 偊
+10846 偘
+10847 偟
+10848 俖
+10849 偗
+10850 偔
+10851 偂
+10852 偪
+10853 偡
+10854 偢
+10855 偒
+10856 偦
+10857 俒
+10858 俔
+10859 倇
+10860 偋
+10861 偠
+10862 偐
+10863 偖
+10864 侤
+10865 偆
+10866 偄
+10867 偅
+10868 俓
+10869 偙
+10870 倎
+10871 倐
+10872 倛
+10873 倝
+10874 倠
+10875 倢
+10876 倣
+10877 倯
+10878 倰
+10879 倱
+10880 倲
+10881 倳
+10882 倷
+10883 倸
+10884 倹
+10885 倽
+10886 倿
+10887 偀
+10888 僠
+10889 儴
+10890 凎
+10891 冏
+10892 儸
+10893 儼
+10894 兊
+10895 僟
+10896 儻
+10897 儹
+10898 儭
+10899 兛
+10900 兎
+10901 兏
+10902 兓
+10903 僛
+10904 儃
+10905 儅
+10906 儳
+10907 儵
+10908 儺
+10909 傽
+10910 儰
+10911 儮
+10912 儯
+10913 儱
+10914 儽
+10915 儊
+10916 儌
+10917 儍
+10918 儎
+10919 儏
+10920 儐
+10921 儑
+10922 儓
+10923 儕
+10924 儖
+10925 儗
+10926 儙
+10927 儛
+10928 儜
+10929 儞
+10930 儠
+10931 儢
+10932 儣
+10933 儤
+10934 儥
+10935 儦
+10936 儧
+10937 儨
+10938 儩
+10939 儫
+10940 劥
+10941 刞
+10942 刕
+10943 剘
+10944 匃
+10945 劕
+10946 剕
+10947 劙
+10948 劦
+10949 刜
+10950 劘
+10951 劖
+10952 効
+10953 劮
+10954 劯
+10955 劔
+10956 刐
+10957 刔
+10958 剓
+10959 剗
+10960 劎
+10961 劧
+10962 劗
+10963 凘
+10964 劋
+10965 刓
+10966 劚
+10967 剙
+10968 剚
+10969 剟
+10970 剠
+10971 剢
+10972 剣
+10973 剤
+10974 剦
+10975 剨
+10976 剫
+10977 剬
+10978 剭
+10979 剮
+10980 剰
+10981 剱
+10982 剳
+10983 剴
+10984 剶
+10985 剷
+10986 剸
+10987 剹
+10988 剻
+10989 剼
+10990 剾
+10991 劀
+10992 劄
+10993 劅
+10994 叴
+10995 卄
+10996 叏
+10997 厏
+10998 咓
+10999 呑
+11000 叕
+11001 厊
+11002 叞
+11003 叺
+11004 卂
+11005 叝
+11006 叚
+11007 叀
+11008 吙
+11009 叿
+11010 吀
+11011 叓
+11012 吇
+11013 匸
+11014 匽
+11015 厈
+11016 厎
+11017 収
+11018 叾
+11019 叐
+11020 叜
+11021 匑
+11022 叅
+11023 叄
+11024 匼
+11025 厐
+11026 厑
+11027 厒
+11028 厓
+11029 厖
+11030 厗
+11031 厛
+11032 厜
+11033 厞
+11034 厡
+11035 厤
+11036 厧
+11037 厪
+11038 厫
+11039 厬
+11040 厯
+11041 厰
+11042 厱
+11043 厵
+11044 厸
+11045 厹
+11046 厺
+11047 厼
+11048 厽
+11049 哷
+11050 哵
+11051 唦
+11052 嗺
+11053 喿
+11054 啲
+11055 啨
+11056 啺
+11057 喌
+11058 哶
+11059 啹
+11060 啳
+11061 喎
+11062 喐
+11063 喕
+11064 哰
+11065 哴
+11066 唟
+11067 唥
+11068 啩
+11069 喍
+11070 啯
+11071 啴
+11072 咢
+11073 啢
+11074 啠
+11075 哱
+11076 啽
+11077 唨
+11078 唩
+11079 唫
+11080 唭
+11081 唲
+11082 唴
+11083 唵
+11084 唶
+11085 唹
+11086 唺
+11087 唻
+11088 唽
+11089 啀
+11090 啂
+11091 啅
+11092 啇
+11093 啋
+11094 啌
+11095 啍
+11096 啎
+11097 啑
+11098 啒
+11099 啔
+11100 啗
+11101 啘
+11102 啙
+11103 啚
+11104 啛
+11105 嚧
+11106 嘸
+11107 嘵
+11108 嚚
+11109 噡
+11110 囎
+11111 嚞
+11112 噟
+11113 嚘
+11114 嘷
+11115 嚡
+11116 嚳
+11117 嚪
+11118 嚫
+11119 嚝
+11120 嚙
+11121 嚩
+11122 嚛
+11123 嚠
+11124 嚖
+11125 嚔
+11126 嚗
+11127 嚤
+11128 噣
+11129 噥
+11130 噦
+11131 噧
+11132 噮
+11133 噰
+11134 噳
+11135 噷
+11136 噺
+11137 噾
+11138 噿
+11139 嚁
+11140 嚂
+11141 嚃
+11142 嚄
+11143 嚈
+11144 嚉
+11145 嚊
+11146 嚌
+11147 埓
+11148 坄
+11149 坁
+11150 埁
+11151 垀
+11152 堶
+11153 坾
+11154 埌
+11155 埖
+11156 坃
+11157 埊
+11158 垺
+11159 埧
+11160 埛
+11161 埜
+11162 埢
+11163 圼
+11164 圿
+11165 坽
+11166 坿
+11167 埀
+11168 埄
+11169 埉
+11170 垽
+11171 垼
+11172 圽
+11173 埍
+11174 垁
+11175 垇
+11176 垉
+11177 垊
+11178 垍
+11179 垎
+11180 垐
+11181 垑
+11182 垔
+11183 垖
+11184 垗
+11185 垘
+11186 垙
+11187 垜
+11188 垥
+11189 垨
+11190 垪
+11191 垬
+11192 垯
+11193 垰
+11194 垶
+11195 垷
+11196 壌
+11197 塦
+11198 塣
+11199 墌
+11200 壸
+11201 壃
+11202 壈
+11203 壍
+11204 壄
+11205 墶
+11206 壙
+11207 壐
+11208 壂
+11209 壔
+11210 塠
+11211 墈
+11212 墋
+11213 墽
+11214 壎
+11215 墿
+11216 堾
+11217 墹
+11218 墷
+11219 墸
+11220 墺
+11221 塡
+11222 壉
+11223 墍
+11224 墏
+11225 墑
+11226 墔
+11227 墕
+11228 墖
+11229 増
+11230 墛
+11231 墝
+11232 墠
+11233 墡
+11234 墢
+11235 墣
+11236 墤
+11237 墥
+11238 墦
+11239 墧
+11240 墪
+11241 墫
+11242 墬
+11243 墭
+11244 墯
+11245 墰
+11246 墱
+11247 墲
+11248 墴
+11249 姶
+11250 奰
+11251 姩
+11252 妦
+11253 婘
+11254 妡
+11255 姲
+11256 姷
+11257 奯
+11258 姱
+11259 姯
+11260 姟
+11261 娍
+11262 姺
+11263 姼
+11264 姭
+11265 奫
+11266 妢
+11267 姧
+11268 姰
+11269 夽
+11270 姢
+11271 姠
+11272 姡
+11273 姤
+11274 姳
+11275 妬
+11276 妭
+11277 妰
+11278 妱
+11279 妳
+11280 妴
+11281 妵
+11282 妷
+11283 妸
+11284 妼
+11285 妽
+11286 妿
+11287 姁
+11288 姂
+11289 姃
+11290 姄
+11291 姅
+11292 姇
+11293 姌
+11294 姎
+11295 姏
+11296 姕
+11297 姖
+11298 姙
+11299 姛
+11300 嫶
+11301 媊
+11302 媈
+11303 嫧
+11304 媬
+11305 嬜
+11306 嫭
+11307 媩
+11308 嫷
+11309 媉
+11310 嫮
+11311 嫛
+11312 嬁
+11313 嫹
+11314 嫺
+11315 嫬
+11316 媅
+11317 媇
+11318 媫
+11319 嫥
+11320 嫸
+11321 嫨
+11322 嫯
+11323 婡
+11324 嫟
+11325 嫝
+11326 嫞
+11327 嫢
+11328 媆
+11329 嫳
+11330 媮
+11331 媯
+11332 媰
+11333 媴
+11334 媶
+11335 媷
+11336 媹
+11337 媺
+11338 媻
+11339 媼
+11340 媿
+11341 嫅
+11342 嫇
+11343 嫈
+11344 嫍
+11345 嫎
+11346 嫐
+11347 嫓
+11348 嫗
+11349 宆
+11350 尐
+11351 寏
+11352 岟
+11353 屪
+11354 尙
+11355 寍
+11356 尠
+11357 尩
+11358 宊
+11359 尟
+11360 尛
+11361 尶
+11362 尫
+11363 尭
+11364 尗
+11365 尰
+11366 宂
+11367 寋
+11368 寎
+11369 尒
+11370 尞
+11371 孈
+11372 尌
+11373 尡
+11374 寑
+11375 寕
+11376 寖
+11377 寘
+11378 寙
+11379 寚
+11380 寛
+11381 寜
+11382 寠
+11383 寣
+11384 寪
+11385 寱
+11386 寲
+11387 寴
+11388 寷
+11389 寽
+11390 尀
+11391 嵈
+11392 峖
+11393 崹
+11394 嵶
+11395 崿
+11396 峾
+11397 崷
+11398 嵃
+11399 嵉
+11400 峗
+11401 嵀
+11402 崱
+11403 嵖
+11404 嵎
+11405 嵏
+11406 峓
+11407 峕
+11408 峿
+11409 崸
+11410 嵍
+11411 崺
+11412 嵁
+11413 岪
+11414 崵
+11415 崲
+11416 崳
+11417 崶
+11418 峔
+11419 嵄
+11420 崄
+11421 崅
+11422 崉
+11423 崊
+11424 崋
+11425 崌
+11426 崏
+11427 崑
+11428 崒
+11429 崓
+11430 崕
+11431 崘
+11432 崙
+11433 崜
+11434 崝
+11435 崠
+11436 崡
+11437 崣
+11438 崥
+11439 崨
+11440 崪
+11441 崫
+11442 崬
+11443 崯
+11444 幋
+11445 帹
+11446 巭
+11447 庽
+11448 巪
+11449 帵
+11450 幇
+11451 幆
+11452 幁
+11453 幙
+11454 幏
+11455 幐
+11456 帿
+11457 幓
+11458 嶿
+11459 巤
+11460 巬
+11461 幎
+11462 帺
+11463 幃
+11464 嶡
+11465 帲
+11466 帴
+11467 嶾
+11468 幈
+11469 巰
+11470 巵
+11471 巶
+11472 巺
+11473 巼
+11474 帄
+11475 帇
+11476 帉
+11477 帊
+11478 帋
+11479 帍
+11480 帎
+11481 帒
+11482 帓
+11483 帗
+11484 帞
+11485 帟
+11486 帠
+11487 帢
+11488 帣
+11489 帤
+11490 帨
+11491 帪
+11492 彺
+11493 彣
+11494 弤
+11495 忳
+11496 徸
+11497 彟
+11498 彴
+11499 彽
+11500 廮
+11501 彲
+11502 彮
+11503 徔
+11504 徃
+11505 彨
+11506 徎
+11507 廩
+11508 弡
+11509 弣
+11510 彠
+11511 彾
+11512 廆
+11513 彜
+11514 彚
+11515 彛
+11516 彞
+11517 廫
+11518 彵
+11519 弨
+11520 弫
+11521 弬
+11522 弮
+11523 弰
+11524 弲
+11525 弳
+11526 弴
+11527 弸
+11528 弻
+11529 弽
+11530 弾
+11531 弿
+11532 彁
+11533 彂
+11534 彃
+11535 彄
+11536 彅
+11537 彆
+11538 彇
+11539 彉
+11540 彋
+11541 彍
+11542 彑
+11543 惔
+11544 恅
+11545 恀
+11546 惃
+11547 悀
+11548 愾
+11549 愖
+11550 惉
+11551 恷
+11552 惁
+11553 惏
+11554 惖
+11555 恄
+11556 惎
+11557 惌
+11558 悺
+11559 惪
+11560 惛
+11561 惈
+11562 怺
+11563 怾
+11564 恾
+11565 惂
+11566 惗
+11567 惄
+11568 惍
+11569 怈
+11570 悿
+11571 悾
+11572 惀
+11573 怽
+11574 惐
+11575 悁
+11576 悂
+11577 悆
+11578 悇
+11579 悈
+11580 悊
+11581 悋
+11582 悎
+11583 悏
+11584 悐
+11585 悑
+11586 悓
+11587 悕
+11588 悗
+11589 悘
+11590 悙
+11591 悜
+11592 悞
+11593 悡
+11594 悢
+11595 悤
+11596 悥
+11597 悮
+11598 悳
+11599 悷
+11600 懘
+11601 慲
+11602 慯
+11603 懆
+11604 憕
+11605 戺
+11606 懽
+11607 懍
+11608 憒
+11609 懄
+11610 懓
+11611 懙
+11612 慱
+11613 懐
+11614 懎
+11615 憽
+11616 懣
+11617 懛
+11618 懜
+11619 懌
+11620 懟
+11621 憓
+11622 懅
+11623 懚
+11624 懏
+11625 懁
+11626 憿
+11627 懀
+11628 懃
+11629 慭
+11630 懕
+11631 憖
+11632 憗
+11633 憘
+11634 憛
+11635 憜
+11636 憞
+11637 憟
+11638 憠
+11639 憡
+11640 憢
+11641 憥
+11642 憦
+11643 憪
+11644 憮
+11645 憯
+11646 憰
+11647 憱
+11648 憳
+11649 憴
+11650 憵
+11651 憸
+11652 憹
+11653 憺
+11654 憻
+11655 抈
+11656 抆
+11657 挩
+11658 拁
+11659 捵
+11660 挰
+11661 抾
+11662 挦
+11663 挵
+11664 挼
+11665 抇
+11666 挴
+11667 挱
+11668 挕
+11669 捒
+11670 挿
+11671 捀
+11672 挮
+11673 捇
+11674 抂
+11675 抅
+11676 抺
+11677 拀
+11678 挧
+11679 挬
+11680 挳
+11681 扏
+11682 挙
+11683 挗
+11684 挘
+11685 挜
+11686 挶
+11687 拃
+11688 拑
+11689 拕
+11690 拞
+11691 拡
+11692 拪
+11693 拰
+11694 拲
+11695 拹
+11696 拺
+11697 拻
+11698 挀
+11699 挃
+11700 挄
+11701 挅
+11702 挆
+11703 挊
+11704 挋
+11705 挍
+11706 挒
+11707 揯
+11708 摠
+11709 搤
+11710 擏
+11711 撟
+11712 摤
+11713 搢
+11714 摝
+11715 摪
+11716 摰
+11717 揰
+11718 摨
+11719 摥
+11720 摗
+11721 摲
+11722 摣
+11723 摶
+11724 揫
+11725 搟
+11726 搣
+11727 摟
+11728 摱
+11729 摡
+11730 摦
+11731 揁
+11732 摛
+11733 摙
+11734 摚
+11735 揬
+11736 搧
+11737 搨
+11738 搩
+11739 搫
+11740 搮
+11741 搯
+11742 搰
+11743 搱
+11744 搲
+11745 搳
+11746 搵
+11747 搷
+11748 搸
+11749 搹
+11750 搻
+11751 搼
+11752 摀
+11753 摂
+11754 摃
+11755 摉
+11756 摋
+11757 摌
+11758 摍
+11759 摎
+11760 摏
+11761 摐
+11762 摓
+11763 摕
+11764 敶
+11765 擿
+11766 擽
+11767 敤
+11768 旝
+11769 斪
+11770 敩
+11771 攟
+11772 敠
+11773 敯
+11774 敮
+11775 敪
+11776 敺
+11777 敨
+11778 敾
+11779 攞
+11780 攠
+11781 敡
+11782 敹
+11783 敥
+11784 敭
+11785 擛
+11786 敜
+11787 敚
+11788 敟
+11789 擻
+11790 敱
+11791 攦
+11792 攧
+11793 攨
+11794 攩
+11795 攭
+11796 攰
+11797 攷
+11798 攺
+11799 攼
+11800 敀
+11801 敁
+11802 敂
+11803 敃
+11804 敄
+11805 敆
+11806 敇
+11807 敊
+11808 敋
+11809 敍
+11810 敎
+11811 敒
+11812 敓
+11813 暣
+11814 昤
+11815 昢
+11816 暔
+11817 晘
+11818 曶
+11819 暚
+11820 晐
+11821 暒
+11822 暟
+11823 暤
+11824 昣
+11825 暞
+11826 暛
+11827 暋
+11828 暩
+11829 暙
+11830 暬
+11831 昜
+11832 昡
+11833 晎
+11834 晑
+11835 暓
+11836 暥
+11837 暕
+11838 暜
+11839 旲
+11840 暏
+11841 暍
+11842 暎
+11843 晜
+11844 晠
+11845 晢
+11846 晣
+11847 晥
+11848 晩
+11849 晪
+11850 晬
+11851 晱
+11852 晲
+11853 晵
+11854 晹
+11855 晻
+11856 晼
+11857 晽
+11858 晿
+11859 暀
+11860 暃
+11861 暆
+11862 柎
+11863 朻
+11864 朸
+11865 枿
+11866 杶
+11867 桏
+11868 栕
+11869 柆
+11870 枽
+11871 柕
+11872 朹
+11873 柉
+11874 柇
+11875 柨
+11876 柗
+11877 柛
+11878 柣
+11879 朳
+11880 朷
+11881 杮
+11882 杴
+11883 枾
+11884 柖
+11885 柀
+11886 朄
+11887 枻
+11888 枼
+11889 柋
+11890 杸
+11891 杹
+11892 杻
+11893 杽
+11894 枀
+11895 枃
+11896 枅
+11897 枆
+11898 枈
+11899 枍
+11900 枎
+11901 枏
+11902 枑
+11903 枔
+11904 枖
+11905 枛
+11906 枠
+11907 枡
+11908 枤
+11909 枩
+11910 枬
+11911 枮
+11912 棿
+11913 梎
+11914 梌
+11915 棬
+11916 梸
+11917 椬
+11918 棳
+11919 棪
+11920 椀
+11921 梍
+11922 棷
+11923 棴
+11924 棥
+11925 椃
+11926 椄
+11927 椈
+11928 梉
+11929 梴
+11930 梷
+11931 椂
+11932 棭
+11933 棶
+11934 棦
+11935 棩
+11936 梊
+11937 梹
+11938 梺
+11939 梻
+11940 梽
+11941 梿
+11942 棁
+11943 棃
+11944 棆
+11945 棇
+11946 棈
+11947 棊
+11948 棌
+11949 棎
+11950 棏
+11951 棐
+11952 棑
+11953 棓
+11954 棔
+11955 棖
+11956 棙
+11957 棛
+11958 棜
+11959 棝
+11960 棞
+11961 棡
+11962 棢
+11963 槾
+11964 榒
+11965 榐
+11966 槰
+11967 榽
+11968 橑
+11969 樧
+11970 槵
+11971 榺
+11972 槮
+11973 槹
+11974 樀
+11975 榑
+11976 槸
+11977 槶
+11978 槨
+11979 樃
+11980 槴
+11981 樆
+11982 榌
+11983 榏
+11984 榹
+11985 榼
+11986 槯
+11987 槷
+11988 楡
+11989 槫
+11990 槩
+11991 槪
+11992 槬
+11993 榾
+11994 槂
+11995 槄
+11996 槅
+11997 槆
+11998 槒
+11999 槕
+12000 槗
+12001 槙
+12002 槚
+12003 槞
+12004 槡
+12005 槢
+12006 槣
+12007 槤
+12008 槥
+12009 槦
+12010 櫒
+12011 欦
+12012 櫖
+12013 檤
+12014 櫐
+12015 櫟
+12016 櫙
+12017 櫗
+12018 櫋
+12019 櫩
+12020 櫡
+12021 櫢
+12022 櫕
+12023 橾
+12024 檣
+12025 檥
+12026 櫑
+12027 櫠
+12028 櫓
+12029 櫘
+12030 橜
+12031 櫎
+12032 櫍
+12033 櫏
+12034 橽
+12035 櫛
+12036 檧
+12037 檨
+12038 檪
+12039 檭
+12040 檮
+12041 檰
+12042 檱
+12043 檲
+12044 檴
+12045 檶
+12046 檷
+12047 檹
+12048 檺
+12049 檼
+12050 檽
+12051 檾
+12052 檿
+12053 櫀
+12054 櫁
+12055 櫂
+12056 櫄
+12057 櫅
+12058 櫉
+12059 毚
+12060 歗
+12061 毃
+12062 殈
+12063 汍
+12064 毈
+12065 殀
+12066 殾
+12067 毜
+12068 歘
+12069 毌
+12070 毉
+12071 殹
+12072 毧
+12073 毞
+12074 毟
+12075 毇
+12076 毣
+12077 歖
+12078 歿
+12079 殅
+12080 毝
+12081 毊
+12082 欯
+12083 殻
+12084 殽
+12085 歕
+12086 殌
+12087 殎
+12088 殏
+12089 殐
+12090 殑
+12091 殕
+12092 殗
+12093 殙
+12094 殜
+12095 殝
+12096 殞
+12097 殟
+12098 殠
+12099 殣
+12100 殥
+12101 殦
+12102 殧
+12103 殨
+12104 殩
+12105 殫
+12106 殬
+12107 殮
+12108 殰
+12109 殱
+12110 殶
+12111 洿
+12112 沗
+12113 沕
+12114 涽
+12115 涀
+12116 洭
+12117 浀
+12118 洯
+12119 洝
+12120 浄
+12121 洬
+12122 浕
+12123 沎
+12124 泏
+12125 泒
+12126 洤
+12127 浂
+12128 洡
+12129 洟
+12130 洠
+12131 沑
+12132 洷
+12133 泙
+12134 泜
+12135 泝
+12136 泟
+12137 泤
+12138 泦
+12139 泧
+12140 泩
+12141 泬
+12142 泭
+12143 泲
+12144 泴
+12145 泹
+12146 泿
+12147 洀
+12148 洂
+12149 洃
+12150 洅
+12151 洆
+12152 洉
+12153 洊
+12154 洍
+12155 洏
+12156 洐
+12157 洓
+12158 洔
+12159 洕
+12160 洖
+12161 洘
+12162 湸
+12163 渀
+12164 淾
+12165 湪
+12166 渵
+12167 滣
+12168 溩
+12169 渱
+12170 湨
+12171 湹
+12172 淿
+12173 湱
+12174 湣
+12175 溈
+12176 湻
+12177 湼
+12178 溁
+12179 淽
+12180 渰
+12181 渳
+12182 湩
+12183 湬
+12184 淍
+12185 湦
+12186 湤
+12187 湥
+12188 湵
+12189 渶
+12190 渷
+12191 渹
+12192 渻
+12193 渽
+12194 渿
+12195 湀
+12196 湁
+12197 湂
+12198 湅
+12199 湆
+12200 湇
+12201 湈
+12202 湌
+12203 湏
+12204 湐
+12205 湑
+12206 湒
+12207 湕
+12208 湗
+12209 湝
+12210 湠
+12211 湡
+12212 澊
+12213 漙
+12214 潹
+12215 濛
+12216 澴
+12217 潀
+12218 潶
+12219 澃
+12220 澋
+12221 漘
+12222 澘
+12223 澐
+12224 澑
+12225 潾
+12226 漑
+12227 潷
+12228 澏
+12229 潻
+12230 澁
+12231 滰
+12232 潳
+12233 潱
+12234 潵
+12235 漒
+12236 澅
+12237 潃
+12238 潅
+12239 潈
+12240 潉
+12241 潊
+12242 潌
+12243 潎
+12244 潐
+12245 潒
+12246 潓
+12247 潕
+12248 潖
+12249 潗
+12250 潙
+12251 潚
+12252 潝
+12253 潠
+12254 潡
+12255 潣
+12256 潥
+12257 潧
+12258 潨
+12259 潩
+12260 潪
+12261 潫
+12262 瀪
+12263 烑
+12264 灛
+12265 灠
+12266 灥
+12267 瀇
+12268 灟
+12269 灜
+12270 灐
+12271 灴
+12272 灧
+12273 灨
+12274 灚
+12275 灮
+12276 灖
+12277 灦
+12278 濦
+12279 灒
+12280 灔
+12281 瀄
+12282 灡
+12283 瀫
+12284 瀭
+12285 瀯
+12286 瀱
+12287 瀲
+12288 瀳
+12289 瀴
+12290 瀶
+12291 瀷
+12292 瀸
+12293 瀺
+12294 瀻
+12295 瀽
+12296 瀿
+12297 灀
+12298 灁
+12299 灂
+12300 灅
+12301 灆
+12302 灇
+12303 灈
+12304 灉
+12305 灊
+12306 灋
+12307 灍
+12308 煷
+12309 焋
+12310 焇
+12311 焴
+12312 燋
+12313 熥
+12314 焲
+12315 煱
+12316 煹
+12317 煰
+12318 煭
+12319 煛
+12320 熆
+12321 煼
+12322 煫
+12323 焄
+12324 焆
+12325 焮
+12326 焳
+12327 煣
+12328 煻
+12329 煯
+12330 煠
+12331 煝
+12332 煟
+12333 焅
+12334 煴
+12335 焵
+12336 焷
+12337 焸
+12338 焹
+12339 焺
+12340 焻
+12341 焽
+12342 焾
+12343 焿
+12344 煀
+12345 煁
+12346 煂
+12347 煃
+12348 煄
+12349 煆
+12350 煇
+12351 煈
+12352 煋
+12353 煍
+12354 煏
+12355 煐
+12356 煑
+12357 煔
+12358 煕
+12359 煗
+12360 煘
+12361 〖
+12362 Ъ
+12363 ┘
+12364 ⒓
+12365 ＜
+12366 伡
+12367 偧
+12368 劶
+12369 吋
+12370 喖
+12371 埣
+12372 壖
+12373 娂
+12374 嫾
+12375 尲
+12376 嵓
+12377 幖
+12378 徏
+12379 懠
+12380 捈
+12381 摷
+12382 敿
+12383 暭
+12384 柤
+12385 椉
+12386 樇
+12387 櫦
+12388 毤
+12389 浖
+12390 溂
+12391 澕
+12392 灱
+12393 熂
+12394 紎
+12395 糭
+12396 紏
+12397 糪
+12398 紑
+12399 紒
+12400 紕
+12401 紖
+12402 紝
+12403 紞
+12404 紟
+12405 紣
+12406 紤
+12407 紥
+12408 紦
+12409 紨
+12410 紩
+12411 紪
+12412 紬
+12413 紭
+12414 紱
+12415 紲
+12416 紴
+12417 紵
+12418 〗
+12419 Ы
+12420 ┙
+12421 ⒔
+12422 ＝
+12423 伣
+12424 偨
+12425 兘
+12426 劷
+12427 吔
+12428 喗
+12429 嚱
+12430 埥
+12431 壗
+12432 娊
+12433 嫿
+12434 尳
+12435 嵔
+12436 惤
+12437 懡
+12438 捊
+12439 斀
+12440 暯
+12441 柦
+12442 椊
+12443 樈
+12444 櫧
+12445 浗
+12446 溄
+12447 澖
+12448 灲
+12449 絗
+12450 絴
+12451 絖
+12452 絒
+12453 紷
+12454 絓
+12455 絸
+12456 絺
+12457 絻
+12458 絼
+12459 絽
+12460 絾
+12461 絿
+12462 綀
+12463 綂
+12464 綃
+12465 綄
+12466 綅
+12467 綆
+12468 綇
+12469 綈
+12470 綊
+12471 綌
+12472 綍
+12473 綐
+12474 綒
+12475 綔
+12476 綕
+12477 綖
+12478 綗
+12479 【
+12480 Ь
+12481 ┚
+12482 ⒕
+12483 ＞
+12484 伨
+12485 偩
+12486 兙
+12487 劸
+12488 吘
+12489 嚲
+12490 埦
+12491 娋
+12492 嬀
+12493 尵
+12494 嵕
+12495 幘
+12496 従
+12497 惥
+12498 懢
+12499 捑
+12500 摼
+12501 斁
+12502 暰
+12503 柧
+12504 椌
+12505 櫨
+12506 毦
+12507 浘
+12508 灳
+12509 熅
+12510 綹
+12511 緗
+12512 綶
+12513 緖
+12514 緘
+12515 綷
+12516 緛
+12517 緜
+12518 緟
+12519 緡
+12520 緢
+12521 緤
+12522 緥
+12523 緦
+12524 緧
+12525 緪
+12526 緫
+12527 緭
+12528 緮
+12529 緰
+12530 緳
+12531 緵
+12532 緶
+12533 緷
+12534 緸
+12535 絘
+12536 綼
+12537 糱
+12538 糂
+12539 絙
+12540 綛
+12541 糲
+12542 糃
+12543 絚
+12544 糳
+12545 糄
+12546 絛
+12547 紻
+12548 糴
+12549 糆
+12550 紼
+12551 緀
+12552 綞
+12553 糵
+12554 糉
+12555 絝
+12556 紽
+12557 緁
+12558 綟
+12559 糶
+12560 紾
+12561 緂
+12562 糷
+12563 糎
+12564 絟
+12565 紿
+12566 緃
+12567 綡
+12568 糹
+12569 絠
+12570 絀
+12571 緄
+12572 糺
+12573 糐
+12574 絁
+12575 緅
+12576 糼
+12577 糑
+12578 緆
+12579 綤
+12580 糽
+12581 糒
+12582 絣
+12583 緇
+12584 糓
+12585 絤
+12586 糿
+12587 糔
+12588 絅
+12589 緉
+12590 綨
+12591 糘
+12592 綩
+12593 紁
+12594 糚
+12595 絧
+12596 絇
+12597 綪
+12598 糛
+12599 絈
+12600 緌
+12601 紃
+12602 糝
+12603 絩
+12604 絉
+12605 緍
+12606 絊
+12607 緎
+12608 糡
+12609 絫
+12610 総
+12611 綯
+12612 紆
+12613 糢
+12614 絬
+12615 緐
+12616 紇
+12617 糣
+12618 絭
+12619 絍
+12620 糤
+12621 絯
+12622 糥
+12623 絰
+12624 絏
+12625 緓
+12626 綳
+12627 糦
+12628 緔
+12629 紌
+12630 絑
+12631 綵
+12632 紶
+12633 綘
+12634 緺
+12635 」
+12636 Ч
+12637 ┕
+12638 ⒐
+12639 伖
+12640 偣
+12641 劰
+12642 吂
+12643 喒
+12644 嚬
+12645 埞
+12646 壒
+12647 尮
+12648 幑
+12649 徆
+12650 惞
+12651 懝
+12652 捁
+12653 摴
+12654 敼
+12655 椆
+12656 樄
+12657 櫣
+12658 毠
+12659 浌
+12660 湽
+12661 澒
+12662 灩
+12663 煿
+12664 筦
+12665 筤
+12666 箌
+12667 筥
+12668 筟
+12669 筣
+12670 箎
+12671 笯
+12672 筡
+12673 箑
+12674 箒
+12675 箘
+12676 箙
+12677 箚
+12678 箛
+12679 箞
+12680 箟
+12681 箣
+12682 箤
+12683 箥
+12684 箮
+12685 箯
+12686 箰
+12687 箲
+12688 箳
+12689 箵
+12690 箶
+12691 箷
+12692 箹
+12693 箺
+12694 箻
+12695 箼
+12696 箽
+12697 箾
+12698 箿
+12699 篂
+12700 篃
+12701 笰
+12702 筨
+12703 笲
+12704 筩
+12705 笴
+12706 筪
+12707 笵
+12708 筫
+12709 笶
+12710 筬
+12711 笷
+12712 筭
+12713 笻
+12714 筰
+12715 笽
+12716 筳
+12717 笿
+12718 筴
+12719 筀
+12720 筁
+12721 筸
+12722 筂
+12723 筺
+12724 筃
+12725 筄
+12726 筽
+12727 筿
+12728 筈
+12729 箁
+12730 筊
+12731 箂
+12732 箃
+12733 筎
+12734 箄
+12735 筓
+12736 箆
+12737 筕
+12738 箇
+12739 筗
+12740 箈
+12741 筙
+12742 箉
+12743 箊
+12744 筞
+12745 Σ
+12746 〔
+12747 Р
+12748 ┎
+12749 ⒉
+12750 伈
+12751 偛
+12752 儾
+12753 劜
+12754 啿
+12755 埐
+12756 壊
+12757 姴
+12758 嫴
+12759 尣
+12760 幉
+12761 彶
+12762 惒
+12763 懖
+12764 挷
+12765 摬
+12766 敳
+12767 暡
+12768 柌
+12769 棽
+12770 櫜
+12771 湶
+12772 灢
+12773 煵
+12774 瞏
+12775 瞊
+12776 瞇
+12777 瞉
+12778 瞷
+12779 瞹
+12780 瞈
+12781 矀
+12782 矁
+12783 矂
+12784 矃
+12785 矄
+12786 矆
+12787 矉
+12788 矊
+12789 矋
+12790 矌
+12791 矐
+12792 矑
+12793 矒
+12794 矓
+12795 矔
+12796 矕
+12797 矘
+12798 矙
+12799 矝
+12800 矞
+12801 矟
+12802 矠
+12803 矡
+12804 瞓
+12805 睟
+12806 睠
+12807 睤
+12808 瞖
+12809 睧
+12810 瞗
+12811 睩
+12812 睪
+12813 瞙
+12814 睭
+12815 瞚
+12816 睮
+12817 瞛
+12818 睯
+12819 瞜
+12820 睰
+12821 瞝
+12822 睱
+12823 睲
+12824 瞡
+12825 睳
+12826 睴
+12827 睵
+12828 瞦
+12829 睶
+12830 瞨
+12831 睷
+12832 瞫
+12833 睸
+12834 瞭
+12835 瞮
+12836 睻
+12837 瞯
+12838 睼
+12839 瞱
+12840 瞲
+12841 瞂
+12842 瞴
+12843 瞃
+12844 瞶
+12845 瞆
+12846 矤
+12847 鞒
+12848 Τ
+12849 〕
+12850 ┏
+12851 ⒊
+12852 偝
+12853 兂
+12854 劤
+12855 叧
+12856 喅
+12857 嚦
+12858 埑
+12859 壋
+12860 尦
+12861 嵆
+12862 幊
+12863 彸
+12864 惓
+12865 懗
+12866 挸
+12867 摮
+12868 柍
+12869 棾
+12870 櫝
+12871 毘
+12872 湷
+12873 澇
+12874 煶
+12875 砠
+12876 硘
+12877 砡
+12878 砙
+12879 砞
+12880 硔
+12881 硙
+12882 矦
+12883 砛
+12884 硛
+12885 硜
+12886 硠
+12887 硡
+12888 硢
+12889 硣
+12890 硥
+12891 硦
+12892 硧
+12893 硩
+12894 硰
+12895 硲
+12896 硳
+12897 硴
+12898 硶
+12899 硸
+12900 硹
+12901 硺
+12902 硽
+12903 硾
+12904 硿
+12905 碀
+12906 碂
+12907 砤
+12908 矨
+12909 砨
+12910 砪
+12911 砫
+12912 砮
+12913 矱
+12914 砯
+12915 矲
+12916 砱
+12917 矴
+12918 矵
+12919 矷
+12920 砵
+12921 矹
+12922 砶
+12923 矺
+12924 砽
+12925 砿
+12926 矼
+12927 硁
+12928 砃
+12929 硂
+12930 砄
+12931 砅
+12932 硄
+12933 砆
+12934 硆
+12935 砇
+12936 硈
+12937 砈
+12938 硉
+12939 砊
+12940 硊
+12941 砋
+12942 硋
+12943 砎
+12944 硍
+12945 砏
+12946 硏
+12947 砐
+12948 硑
+12949 砓
+12950 硓
+12951 碃
+12952 ╝
+12953 鱝
+12954 譨
+12955 琣
+12956 礱
+12957 痑
+12958 璦
+12959 穉
+12960 竌
+12961 玜
+12962 籥
+12963 禷
+12964 ゛
+12965 乤
+12966 俛
+12967 僡
+12968 刟
+12969 卆
+12970 哸
+12971 坅
+12972 塧
+12973 奱
+12974 媋
+12975 宎
+12976 峚
+12977 廰
+12978 慳
+12979 抋
+12980 揳
+12981 攁
+12982 昦
+12983 朼
+12984 梐
+12985 榓
+12986 檃
+12987 歛
+12988 沘
+12989 渁
+12990 漚
+12991 ˋ
+12992 鰽
+12993 譇
+12994 疉
+12995 緼
+12996 稟
+12997 獳
+12998 籄
+12999 〢
+13000 瓵
+13001 盇
+13002 丄
+13003 侫
+13004 凙
+13005 咥
+13006 嘇
+13007 婣
+13008 孉
+13009 岮
+13010 嶢
+13011 廇
+13012 怉
+13013 慉
+13014 扐
+13015 揂
+13016 旳
+13017 桝
+13018 橝
+13019 欰
+13020 汚
+13021 淎
+13022 滱
+13023 濧
+13024 鳘
+13025 Κ
+13026 —
+13027 ┆
+13028 ⅹ
+13029 ＊
+13030 仾
+13031 偑
+13032 儶
+13033 劒
+13034 叒
+13035 埅
+13036 壀
+13037 崻
+13038 帾
+13039 挭
+13040 摢
+13041 柂
+13042 棯
+13043 槳
+13044 櫔
+13045 湭
+13046 灙
+13047 煪
+13048 猔
+13049 猑
+13050 獈
+13051 獆
+13052 猒
+13053 猍
+13054 狜
+13055 猏
+13056 獉
+13057 獊
+13058 獋
+13059 獌
+13060 獏
+13061 獓
+13062 獔
+13063 獕
+13064 獖
+13065 獘
+13066 獙
+13067 獚
+13068 獛
+13069 獜
+13070 獝
+13071 獞
+13072 獟
+13073 獡
+13074 獤
+13075 獥
+13076 獧
+13077 獩
+13078 獪
+13079 獫
+13080 獮
+13081 獰
+13082 ㄡ
+13083 ︶
+13084 ♂
+13085 ┽
+13086 ⑨
+13087 佱
+13088 傖
+13089 冡
+13090 勧
+13091 呩
+13092 囜
+13093 堘
+13094 夅
+13095 娽
+13096 嬦
+13097 屷
+13098 嶀
+13099 忈
+13100 愥
+13101 戓
+13102 掅
+13103 斸
+13104 栣
+13105 樶
+13106 欋
+13107 氠
+13108 涐
+13109 炨
+13110 醏
+13111 醊
+13112 醻
+13113 岈
+13114 醸
+13115 醎
+13116 醄
+13117 醈
+13118 醹
+13119 岍
+13120 醆
+13121 醼
+13122 釂
+13123 釃
+13124 釅
+13125 釒
+13126 釓
+13127 釔
+13128 釕
+13129 釖
+13130 釙
+13131 釚
+13132 釛
+13133 釟
+13134 釠
+13135 釡
+13136 釢
+13137 釤
+13138 α
+13139 ×
+13140 ┝
+13141 ⒘
+13142 Ａ
+13143 吜
+13144 喠
+13145 嚵
+13146 埩
+13147 壛
+13148 娏
+13149 嬃
+13150 嵙
+13151 幜
+13152 徚
+13153 惲
+13154 懥
+13155 捔
+13156 摿
+13157 斄
+13158 柫
+13159 椓
+13160 樍
+13161 櫫
+13162 毩
+13163 溋
+13164 澚
+13165 灹
+13166 羆
+13167 羄
+13168 羭
+13169 羀
+13170 羃
+13171 羮
+13172 罖
+13173 羂
+13174 羴
+13175 羵
+13176 羺
+13177 羻
+13178 翂
+13179 翄
+13180 翆
+13181 翈
+13182 翉
+13183 翋
+13184 翍
+13185 翏
+13186 翐
+13187 翑
+13188 翓
+13189 翖
+13190 翗
+13191 翙
+13192 翜
+13193 翝
+13194 翞
+13195 翢
+13196 ㄠ
+13197 ︵
+13198 ∴
+13199 ┼
+13200 ⑧
+13201 ｀
+13202 佮
+13203 冟
+13204 勦
+13205 呧
+13206 嗋
+13207 囙
+13208 堗
+13209 夃
+13210 娻
+13211 嬥
+13212 屶
+13213 嵿
+13214 庎
+13215 忇
+13216 戉
+13217 掄
+13218 撪
+13219 椸
+13220 樴
+13221 氞
+13222 溹
+13223 澿
+13224 炧
+13225 熰
+13226 郶
+13227 鄜
+13228 郲
+13229 鄛
+13230 郂
+13231 郳
+13232 鄝
+13233 鄠
+13234 鄨
+13235 鄩
+13236 鄪
+13237 鄫
+13238 鄮
+13239 鄳
+13240 鄵
+13241 鄶
+13242 鄷
+13243 鄸
+13244 鄺
+13245 鄼
+13246 鄽
+13247 鄾
+13248 鄿
+13249 酂
+13250 ɡ
+13251 ±
+13252 Ю
+13253 ├
+13254 ⒗
+13255 ＠
+13256 伬
+13257 偫
+13258 劺
+13259 吚
+13260 喞
+13261 埨
+13262 壚
+13263 娎
+13264 嬂
+13265 嵗
+13266 幚
+13267 徖
+13268 捓
+13269 摾
+13270 暲
+13271 柪
+13272 樌
+13273 櫪
+13274 毨
+13275 浝
+13276 溊
+13277 澙
+13278 灷
+13279 纞
+13280 繻
+13281 纚
+13282 繺
+13283 纴
+13284 纼
+13285 绖
+13286 绤
+13287 绬
+13288 绹
+13289 缐
+13290 缞
+13291 缹
+13292 缻
+13293 缼
+13294 缽
+13295 缾
+13296 缿
+13297 罀
+13298 罁
+13299 罃
+13300 罆
+13301 罇
+13302 罉
+13303 罊
+13304 罋
+13305 罎
+13306 罏
+13307 罒
+13308 ㄢ
+13309 ︹
+13310 ♀
+13311 р
+13312 ┾
+13313 ⑩
+13314 傗
+13315 冣
+13316 勨
+13317 嗏
+13318 堚
+13319 娾
+13320 嬧
+13321 屸
+13322 庘
+13323 忊
+13324 愨
+13325 戔
+13326 掆
+13327 撯
+13328 斺
+13329 曗
+13330 栤
+13331 椻
+13332 樷
+13333 欌
+13334 涒
+13335 溾
+13336 獯
+13337 鈤
+13338 怊
+13339 鈢
+13340 鈅
+13341 鈁
+13342 鈃
+13343 猱
+13344 釦
+13345 猓
+13346 鈂
+13347 鈥
+13348 鈧
+13349 鈨
+13350 鈩
+13351 鈪
+13352 鈫
+13353 鈭
+13354 鈮
+13355 鈯
+13356 鈰
+13357 鈱
+13358 鈲
+13359 鈳
+13360 鈵
+13361 鈶
+13362 鈸
+13363 鈹
+13364 鈻
+13365 鈼
+13366 鈽
+13367 鈾
+13368 鉁
+13369 鉂
+13370 鉃
+13371 ÷
+13372 ┞
+13373 ぢ
+13374 ⒙
+13375 Ｂ
+13376 ヂ
+13377 甭
+13378 伮
+13379 偮
+13380 兟
+13381 喡
+13382 嚶
+13383 壜
+13384 娐
+13385 嬄
+13386 幝
+13387 惵
+13388 懧
+13389 捖
+13390 撀
+13391 斅
+13392 暵
+13393 柭
+13394 椔
+13395 樎
+13396 櫬
+13397 溌
+13398 澛
+13399 熉
+13400 耟
+13401 耝
+13402 聕
+13403 耞
+13404 耓
+13405 耛
+13406 翤
+13407 聙
+13408 聛
+13409 聜
+13410 聝
+13411 聟
+13412 聠
+13413 聡
+13414 聢
+13415 聣
+13416 聥
+13417 聦
+13418 聧
+13419 聨
+13420 聫
+13421 聬
+13422 聭
+13423 聮
+13424 聵
+13425 聸
+13426 聹
+13427 聺
+13428 聻
+13429 聼
+13430 ㄥ
+13431 ﹀
+13432 ″
+13433 ╁
+13434 ㈠
+13435 佸
+13436 勫
+13437 呭
+13438 嗗
+13439 夊
+13440 婂
+13441 屽
+13442 嶅
+13443 庡
+13444 忓
+13445 愬
+13446 戝
+13447 掑
+13448 斿
+13449 曞
+13450 栧
+13451 楀
+13452 炲
+13453 熷
+13454 錪
+13455 鍉
+13456 鬻
+13457 鍇
+13458 瀵
+13459 錧
+13460 鍆
+13461 鍈
+13462 錊
+13463 鍌
+13464 鍏
+13465 鍐
+13466 鍑
+13467 鍒
+13468 鍓
+13469 鍕
+13470 鍗
+13471 鍚
+13472 鍜
+13473 鍝
+13474 鍞
+13475 鍟
+13476 鍠
+13477 鍡
+13478 鍣
+13479 鍤
+13480 鍦
+13481 鍧
+13482 鍨
+13483 鍩
+13484 ㄅ
+13485 ε
+13486 ∨
+13487 ┡
+13488 ⑴
+13489 Ｅ
+13490 ヅ
+13491 伵
+13492 吪
+13493 喤
+13494 埮
+13495 娕
+13496 嵟
+13497 徟
+13498 懪
+13499 捙
+13500 撆
+13501 暸
+13502 椗
+13503 櫯
+13504 毰
+13505 溑
+13506 澟
+13507 熍
+13508 臽
+13509 臹
+13510 舼
+13511 臸
+13512 臷
+13513 艀
+13514 艁
+13515 艃
+13516 艈
+13517 艌
+13518 艐
+13519 艑
+13520 艓
+13521 艔
+13522 艕
+13523 艗
+13524 艛
+13525 艝
+13526 艞
+13527 艤
+13528 艧
+13529 ㄤ
+13530 ︿
+13531 ′
+13532 ╀
+13533 佷
+13534 勪
+13535 呬
+13536 嗕
+13537 囦
+13538 堜
+13539 嬩
+13540 屼
+13541 忎
+13542 愪
+13543 戜
+13544 掍
+13545 斾
+13546 栦
+13547 椾
+13548 欎
+13549 涗
+13550 滀
+13551 濅
+13552 炰
+13553 熶
+13554 鋊
+13555 鋨
+13556 鋦
+13557 鋉
+13558 鋄
+13559 鋥
+13560 鋩
+13561 鋫
+13562 鋬
+13563 鋮
+13564 鋱
+13565 鋲
+13566 鋳
+13567 鋷
+13568 鋺
+13569 鋻
+13570 鋽
+13571 鋾
+13572 鋿
+13573 錀
+13574 錁
+13575 錂
+13576 錅
+13577 錆
+13578 錇
+13579 錈
+13580 δ
+13581 ∧
+13582 ┠
+13583 ⒛
+13584 Ｄ
+13585 伳
+13586 勀
+13587 吥
+13588 喣
+13589 嚹
+13590 埬
+13591 娔
+13592 嬆
+13593 屇
+13594 嵞
+13595 幠
+13596 惸
+13597 懩
+13598 捘
+13599 斈
+13600 暷
+13601 柲
+13602 椖
+13603 毮
+13604 浤
+13605 溎
+13606 澞
+13607 熌
+13608 腵
+13609 腲
+13610 膥
+13611 膢
+13612 腯
+13613 膡
+13614 膤
+13615 腬
+13616 膧
+13617 膫
+13618 膬
+13619 膮
+13620 膯
+13621 膰
+13622 膲
+13623 膴
+13624 膵
+13625 膶
+13626 膷
+13627 膸
+13628 膹
+13629 膼
+13630 膾
+13631 臄
+13632 臅
+13633 臈
+13634 臋
+13635 臐
+13636 臒
+13637 ㄣ
+13638 ︺
+13639 °
+13640 ┿
+13641 ゃ
+13642 冦
+13643 勩
+13644 呫
+13645 嗐
+13646 囥
+13647 堛
+13648 夈
+13649 嬨
+13650 屻
+13651 嶃
+13652 庛
+13653 忋
+13654 愩
+13655 戙
+13656 掋
+13657 撱
+13658 斻
+13659 曘
+13660 栥
+13661 椼
+13662 欍
+13663 氥
+13664 涖
+13665 溿
+13666 濄
+13667 炪
+13668 熴
+13669 鉦
+13670 銃
+13671 鉥
+13672 鉡
+13673 銄
+13674 鉢
+13675 銇
+13676 銈
+13677 銉
+13678 銊
+13679 銋
+13680 銏
+13681 銕
+13682 銗
+13683 銙
+13684 銛
+13685 銝
+13686 銞
+13687 銟
+13688 銠
+13689 銡
+13690 銣
+13691 銤
+13692 銦
+13693 ∶
+13694 ┟
+13695 ⒚
+13696 Ｃ
+13697 伱
+13698 偯
+13699 兠
+13700 劽
+13701 喢
+13702 嚸
+13703 埫
+13704 壝
+13705 嵜
+13706 徝
+13707 惷
+13708 懨
+13709 撁
+13710 斆
+13711 暶
+13712 柮
+13713 椕
+13714 樏
+13715 櫭
+13716 毭
+13717 浢
+13718 澝
+13719 灻
+13720 熋
+13721 胉
+13722 胇
+13723 脋
+13724 胈
+13725 肹
+13726 胅
+13727 肻
+13728 脌
+13729 脕
+13730 脗
+13731 脙
+13732 脜
+13733 脝
+13734 脟
+13735 脠
+13736 脡
+13737 脢
+13738 脤
+13739 脥
+13740 脦
+13741 脧
+13742 脨
+13743 脪
+13744 脭
+13745 脮
+13746 脰
+13747 脴
+13748 脵
+13749 脺
+13750 脻
+13751 脼
+13752 脽
+13753 饧
+13754 饩
+13755 宀
+13756 猘
+13757 狝
+13758 醓
+13759 酇
+13760 羇
+13761 罙
+13762 郺
+13763 繟
+13764 嗬
+13765 鈇
+13766 耡
+13767 翧
+13768 猹
+13769 忄
+13770 饫
+13771 忮
+13772 錋
+13773 臿
+13774 鋋
+13775 銩
+13776 腶
+13777 腁
+13778 溻
+13779 滗
+13780 鉧
+13781 肁
+13782 懔
+13783 汔
+13784 彐
+13785 猙
+13786 狟
+13787 醔
+13788 酈
+13789 罛
+13790 郆
+13791 纀
+13792 繠
+13793 鈈
+13794 釨
+13795 翨
+13796 錬
+13797 舃
+13798 臖
+13799 鋌
+13800 銪
+13801 腷
+13802 腂
+13803 鉈
+13804 胋
+13805 肂
+13806 猚
+13807 狢
+13808 醕
+13809 酑
+13810 羉
+13811 罜
+13812 郼
+13813 郈
+13814 釩
+13815 耤
+13816 錭
+13817 錍
+13818 臗
+13819 鋍
+13820 銫
+13821 腃
+13822 鉩
+13823 胏
+13824 猟
+13825 狣
+13826 醖
+13827 酓
+13828 羋
+13829 郿
+13830 郉
+13831 纃
+13832 繢
+13833 釪
+13834 翫
+13835 錎
+13836 屦
+13837 膁
+13838 鉊
+13839 胐
+13840 肈
+13841 猠
+13842 狤
+13843 ㄦ
+13844 ︽
+13845 ℃
+13846 ф
+13847 ╂
+13848 ㈡
+13849 佹
+13850 冩
+13851 勬
+13852 呮
+13853 嗘
+13854 囨
+13855 堟
+13856 夋
+13857 婃
+13858 嬫
+13859 嶆
+13860 庢
+13861 愭
+13862 戞
+13863 掓
+13864 撴
+13865 旀
+13866 曟
+13867 栨
+13868 楁
+13869 樻
+13870 欐
+13871 氭
+13872 濇
+13873 炴
+13874 熸
+13875 鎩
+13876 鎋
+13877 鎨
+13878 鍬
+13879 鎈
+13880 姹
+13881 鎯
+13882 鎰
+13883 鎱
+13884 鎲
+13885 鎳
+13886 鎴
+13887 鎵
+13888 鎶
+13889 鎷
+13890 鎸
+13891 鎹
+13892 鎺
+13893 鎻
+13894 鎼
+13895 鎽
+13896 鎾
+13897 鎿
+13898 鏀
+13899 鏁
+13900 鏂
+13901 鏄
+13902 鏅
+13903 鏆
+13904 鏇
+13905 鏉
+13906 鏋
+13907 鏌
+13908 ζ
+13909 ∑
+13910 ┢
+13911 ⑵
+13912 Ｆ
+13913 兤
+13914 勂
+13915 喥
+13916 嚻
+13917 埰
+13918 壠
+13919 娖
+13920 嵠
+13921 幤
+13922 惼
+13923 捚
+13924 斊
+13925 柶
+13926 椘
+13927 樒
+13928 櫰
+13929 毱
+13930 浧
+13931 溒
+13932 炂
+13933 熎
+13934 苸
+13935 苵
+13936 芲
+13937 苶
+13938 芢
+13939 苿
+13940 茊
+13941 茍
+13942 茐
+13943 茒
+13944 茓
+13945 茘
+13946 茙
+13947 茝
+13948 茞
+13949 茟
+13950 茠
+13951 茡
+13952 茢
+13953 茣
+13954 茥
+13955 茦
+13956 茩
+13957 茮
+13958 茰
+13959 茷
+13960 茻
+13961 醗
+13962 酔
+13963 羍
+13964 罞
+13965 崾
+13966 郋
+13967 纄
+13968 繣
+13969 嗍
+13970 釫
+13971 耬
+13972 馊
+13973 錏
+13974 臙
+13975 鋏
+13976 銭
+13977 腅
+13978 鉫
+13979 鉋
+13980 胑
+13981 肊
+13982 闶
+13983 鎍
+13984 鍭
+13985 艫
+13986 驵
+13987 芺
+13988 鎐
+13989 艭
+13990 鎑
+13991 鍰
+13992 芼
+13993 鎒
+13994 鍱
+13995 芿
+13996 艵
+13997 鎓
+13998 苀
+13999 鎔
+14000 鍳
+14001 苂
+14002 鎕
+14003 鍴
+14004 艸
+14005 苅
+14006 艻
+14007 鎗
+14008 鍶
+14009 苆
+14010 艼
+14011 鎘
+14012 鍷
+14013 苉
+14014 芀
+14015 鎙
+14016 鍸
+14017 苐
+14018 芁
+14019 鎚
+14020 鍹
+14021 苖
+14022 鎛
+14023 苙
+14024 芅
+14025 嫜
+14026 鎜
+14027 鍻
+14028 苚
+14029 芆
+14030 嬖
+14031 鎝
+14032 苝
+14033 芇
+14034 鎞
+14035 鍽
+14036 芉
+14037 鎟
+14038 芌
+14039 鎠
+14040 鍿
+14041 芐
+14042 鎀
+14043 苩
+14044 芔
+14045 纟
+14046 孥
+14047 苬
+14048 芕
+14049 鎃
+14050 芖
+14051 鎄
+14052 苮
+14053 芚
+14054 鎦
+14055 鎅
+14056 苰
+14057 苲
+14058 芞
+14059 鏍
+14060 茽
+14061 猣
+14062 狥
+14063 醘
+14064 酕
+14065 羏
+14066 鄁
+14067 纅
+14068 繤
+14069 鈌
+14070 釬
+14071 耭
+14072 翭
+14073 鋐
+14074 銯
+14075 膄
+14076 腇
+14077 鉌
+14078 胒
+14079 肍
+14080 猤
+14081 狦
+14082 醙
+14083 酖
+14084 羐
+14085 罣
+14086 郍
+14087 纆
+14088 耮
+14089 錱
+14090 錑
+14091 舋
+14092 臛
+14093 銰
+14094 膅
+14095 腉
+14096 鉭
+14097 鉍
+14098 胓
+14099 肎
+14100 猦
+14101 狧
+14102 酘
+14103 羑
+14104 鄅
+14105 纇
+14106 繦
+14107 釮
+14108 耯
+14109 翲
+14110 錒
+14111 銱
+14112 膆
+14113 腍
+14114 鉮
+14115 鉎
+14116 胔
+14117 肏
+14118 猧
+14119 狪
+14120 醝
+14121 酙
+14122 羒
+14123 罥
+14124 郔
+14125 纈
+14126 繧
+14127 嘞
+14128 鈏
+14129 耰
+14130 翴
+14131 錓
+14132 舏
+14133 臝
+14134 屙
+14135 鋓
+14136 膇
+14137 漤
+14138 滹
+14139 鉯
+14140 鉏
+14141 胕
+14142 肐
+14143 猨
+14144 狫
+14145 酛
+14146 羓
+14147 罦
+14148 鄇
+14149 繨
+14150 鈐
+14151 釰
+14152 耲
+14153 翵
+14154 舑
+14155 臞
+14156 膉
+14157 腏
+14158 鉰
+14159 鉐
+14160 胘
+14161 肑
+14162 猭
+14163 狵
+14164 醟
+14165 酜
+14166 罧
+14167 鄈
+14168 郖
+14169 纊
+14170 釱
+14171 耴
+14172 翶
+14173 錵
+14174 錕
+14175 舓
+14176 鋕
+14177 銴
+14178 膋
+14179 腒
+14180 鉱
+14181 胟
+14182 肒
+14183 猯
+14184 狶
+14185 醠
+14186 酟
+14187 羖
+14188 罫
+14189 郘
+14190 纋
+14191 鈒
+14192 釲
+14193 耹
+14194 翷
+14195 錖
+14196 舕
+14197 鋖
+14198 膌
+14199 腖
+14200 鉲
+14201 鉒
+14202 肔
+14203 醡
+14204 酠
+14205 羗
+14206 罬
+14207 鄊
+14208 郙
+14209 鈓
+14210 耺
+14211 翸
+14212 錷
+14213 臡
+14214 鋗
+14215 膍
+14216 腗
+14217 鉳
+14218 鉓
+14219 胢
+14220 肕
+14221 猲
+14222 醤
+14223 酦
+14224 羘
+14225 罭
+14226 纍
+14227 繬
+14228 釴
+14229 耼
+14230 庋
+14231 錸
+14232 舗
+14233 鋘
+14234 膎
+14235 鉵
+14236 鉔
+14237 胣
+14238 肗
+14239 猳
+14240 狾
+14241 醥
+14242 酧
+14243 羙
+14244 罯
+14245 郞
+14246 纎
+14247 嘁
+14248 嘣
+14249 圊
+14250 耾
+14251 翺
+14252 夂
+14253 庳
+14254 錙
+14255 舘
+14256 臤
+14257 弪
+14258 艴
+14259 逭
+14260 耪
+14261 屮
+14262 鋙
+14263 膐
+14264 腛
+14265 胦
+14266 肙
+14267 阍
+14268 沲
+14269 猵
+14270 狿
+14271 醦
+14272 酨
+14273 羛
+14274 鄍
+14275 繮
+14276 鈖
+14277 聀
+14278 翽
+14279 舙
+14280 鋚
+14281 膒
+14282 腜
+14283 鉖
+14284 胮
+14285 肞
+14286 猀
+14287 醧
+14288 酫
+14289 羜
+14290 鄎
+14291 郠
+14292 繯
+14293 鈗
+14294 釷
+14295 聁
+14296 錻
+14297 錛
+14298 舚
+14299 臦
+14300 鋛
+14301 銺
+14302 膓
+14303 腝
+14304 胵
+14305 肣
+14306 猺
+14307 猂
+14308 醨
+14309 酭
+14310 羠
+14311 鄏
+14312 郣
+14313 纑
+14314 繰
+14315 釸
+14316 聄
+14317 翿
+14318 錼
+14319 錜
+14320 舝
+14321 鋜
+14322 銻
+14323 膔
+14324 腞
+14325 鉹
+14326 胷
+14327 肦
+14328 猻
+14329 醩
+14330 酳
+14331 羢
+14332 罶
+14333 鄐
+14334 郤
+14335 纒
+14336 鈙
+14337 聅
+14338 耂
+14339 錽
+14340 錝
+14341 臩
+14342 鋝
+14343 膕
+14344 腟
+14345 鉺
+14346 鉙
+14347 胹
+14348 肧
+14349 猼
+14350 猅
+14351 鄑
+14352 郥
+14353 繲
+14354 鈚
+14355 釺
+14356 聇
+14357 耇
+14358 錿
+14359 錞
+14360 舤
+14361 臫
+14362 鋞
+14363 膖
+14364 腡
+14365 胻
+14366 肨
+14367 猽
+14368 猆
+14369 酻
+14370 罸
+14371 郩
+14372 纔
+14373 帱
+14374 鈛
+14375 聈
+14376 耈
+14377 廒
+14378 廛
+14379 鍀
+14380 錟
+14381 臮
+14382 鋟
+14383 銾
+14384 膗
+14385 腢
+14386 鉼
+14387 胾
+14388 肬
+14389 丬
+14390 獀
+14391 醰
+14392 酼
+14393 羦
+14394 罺
+14395 郪
+14396 纕
+14397 繴
+14398 鈜
+14399 釼
+14400 耉
+14401 舦
+14402 臯
+14403 鋠
+14404 銿
+14405 腣
+14406 鉽
+14407 胿
+14408 肰
+14409 獁
+14410 猈
+14411 醱
+14412 醀
+14413 罻
+14414 鄔
+14415 郬
+14416 繵
+14417 耊
+14418 鍂
+14419 舧
+14420 臰
+14421 鋡
+14422 鋀
+14423 腤
+14424 鉾
+14425 鉝
+14426 脀
+14427 肳
+14428 獂
+14429 猉
+14430 醲
+14431 罼
+14432 鄕
+14433 郮
+14434 纗
+14435 繶
+14436 釾
+14437 聏
+14438 耎
+14439 鍃
+14440 舩
+14441 臱
+14442 鋢
+14443 膞
+14444 鉿
+14445 脁
+14446 肵
+14447 獃
+14448 猋
+14449 醳
+14450 羪
+14451 罽
+14452 郰
+14453 纘
+14454 噍
+14455 鈟
+14456 釿
+14457 聐
+14458 耏
+14459 鍄
+14460 錣
+14461 舮
+14462 臲
+14463 鋣
+14464 鋂
+14465 膟
+14466 腨
+14467 鉟
+14468 脃
+14469 肶
+14470 猌
+14471 羫
+14472 罿
+14473 鄗
+14474 郱
+14475 纙
+14476 聑
+14477 耑
+14478 鍅
+14479 錤
+14480 臵
+14481 鋃
+14482 銁
+14483 鉠
+14484 翣
+14485 酄
+14486 罓
+14487 鍫
+14488 錉
+14489 臓
+14490 銧
+14491 脿
+14492 碽
+14493 ╞
+14494 癰
+14495 礲
+14496 痓
+14497 縝
+14498 穊
+14499 竍
+14500 玝
+14501 籦
+14502 禸
+14503 ゜
+14504 乥
+14505 僢
+14506 刡
+14507 哹
+14508 嘼
+14509 坆
+14510 塨
+14511 奲
+14512 宐
+14513 峛
+14514 巄
+14515 廱
+14516 恇
+14517 慴
+14518 抌
+14519 攂
+14520 昩
+14521 朾
+14522 梑
+14523 榖
+14524 檅
+14525 歜
+14526 漛
+14527 瀊
+14528 焍
+14529 碆
+14530 ˙
+14531 譈
+14532 礏
+14533 瑽
+14534 稡
+14535 窧
+14536 禕
+14537 〣
+14538 瓸
+14539 盉
+14540 侭
+14541 傿
+14542 凚
+14543 匓
+14544 咮
+14545 嘊
+14546 圔
+14547 塀
+14548 夿
+14549 婤
+14550 孊
+14551 嶣
+14552 怋
+14553 払
+14554 揃
+14555 擝
+14556 旴
+14557 朆
+14558 桞
+14559 楤
+14560 橞
+14561 欱
+14562 汢
+14563 烞
+14564 碿
+14565 ╟
+14566 鱟
+14567 譪
+14568 琧
+14569 痗
+14570 璫
+14571 穋
+14572 竎
+14573 籧
+14574 禼
+14575 ヽ
+14576 甤
+14577 眂
+14578 乧
+14579 俢
+14580 僣
+14581 刢
+14582 卌
+14583 哻
+14584 嘽
+14585 坈
+14586 奵
+14587 媍
+14588 宑
+14589 峜
+14590 巆
+14591 廲
+14592 恈
+14593 抍
+14594 揷
+14595 攃
+14596 朿
+14597 梒
+14598 榗
+14599 檆
+14600 沜
+14601 漜
+14602 焎
+14603 碈
+14604 珻
+14605 癈
+14606 疌
+14607 緾
+14608 稢
+14609 禖
+14610 〤
+14611 盋
+14612 丆
+14613 侰
+14614 匔
+14615 咰
+14616 嘋
+14617 圕
+14618 塁
+14619 婥
+14620 孋
+14621 岰
+14622 嶤
+14623 怌
+14624 慍
+14625 扖
+14626 揅
+14627 朇
+14628 桟
+14629 楥
+14630 欳
+14631 汣
+14632 淐
+14633 烠
+14634 ㄧ
+14635 ︾
+14636 ＄
+14637 ╃
+14638 ㈢
+14639 傜
+14640 勭
+14641 呯
+14642 嗙
+14643 囩
+14644 堢
+14645 夌
+14646 婄
+14647 嬬
+14648 庣
+14649 忕
+14650 愮
+14651 戠
+14652 掔
+14653 撶
+14654 楃
+14655 樼
+14656 欑
+14657 氱
+14658 涚
+14659 濈
+14660 炵
+14661 鏯
+14662 鐍
+14663 鐋
+14664 绨
+14665 鏮
+14666 鏪
+14667 鐊
+14668 鐌
+14669 缍
+14670 绠
+14671 鏫
+14672 鐎
+14673 鐏
+14674 鐑
+14675 鐒
+14676 鐔
+14677 鐕
+14678 鐖
+14679 鐗
+14680 鐙
+14681 鐚
+14682 鐛
+14683 鐝
+14684 鐞
+14685 鐟
+14686 鐠
+14687 鐡
+14688 鐣
+14689 鐤
+14690 鐥
+14691 鐦
+14692 鐧
+14693 鐨
+14694 鐩
+14695 鐪
+14696 鐬
+14697 鐭
+14698 ㄇ
+14699 η
+14700 ∏
+14701 ┣
+14702 ⑶
+14703 Ｇ
+14704 伹
+14705 偳
+14706 兦
+14707 勄
+14708 埱
+14709 壡
+14710 娗
+14711 嬊
+14712 屒
+14713 嵡
+14714 幥
+14715 徢
+14716 惽
+14717 捛
+14718 撉
+14719 椙
+14720 櫱
+14721 浨
+14722 澢
+14723 炃
+14724 熐
+14725 莁
+14726 荿
+14727 莮
+14728 莬
+14729 荹
+14730 莭
+14731 茾
+14732 荺
+14733 莯
+14734 莵
+14735 莻
+14736 莾
+14737 莿
+14738 菃
+14739 菄
+14740 菆
+14741 菎
+14742 菐
+14743 菑
+14744 菒
+14745 菕
+14746 菗
+14747 菙
+14748 菚
+14749 菛
+14750 菞
+14751 菢
+14752 菣
+14753 菤
+14754 菦
+14755 菧
+14756 菨
+14757 菬
+14758 鏰
+14759 莂
+14760 茿
+14761 绐
+14762 缋
+14763 缏
+14764 鏱
+14765 鏐
+14766 莃
+14767 荁
+14768 鏑
+14769 莄
+14770 荂
+14771 鏳
+14772 鏒
+14773 莇
+14774 鏴
+14775 莈
+14776 荅
+14777 鏵
+14778 荈
+14779 鏕
+14780 莋
+14781 鏷
+14782 莌
+14783 荋
+14784 鏸
+14785 莍
+14786 鏹
+14787 鏙
+14788 莏
+14789 荍
+14790 鏺
+14791 鏚
+14792 荎
+14793 鏛
+14794 荓
+14795 鏼
+14796 荕
+14797 鏝
+14798 莕
+14799 鏾
+14800 缲
+14801 莗
+14802 鐀
+14803 鏠
+14804 鐁
+14805 莚
+14806 荝
+14807 莝
+14808 荢
+14809 鐃
+14810 鏣
+14811 莟
+14812 荰
+14813 鐄
+14814 莡
+14815 荱
+14816 鐅
+14817 荲
+14818 鐆
+14819 鏦
+14820 莣
+14821 鏧
+14822 莤
+14823 荴
+14824 鏨
+14825 莥
+14826 荵
+14827 巛
+14828 鐉
+14829 鏩
+14830 荶
+14831 菭
+14832 磀
+14833 ╠
+14834 鱠
+14835 琩
+14836 璬
+14837 縟
+14838 竏
+14839 ヾ
+14840 眃
+14841 乨
+14842 僤
+14843 刣
+14844 嘾
+14845 塪
+14846 媎
+14847 宒
+14848 峝
+14849 巇
+14850 恉
+14851 慸
+14852 抎
+14853 攄
+14854 杁
+14855 榙
+14856 歞
+14857 渄
+14858 漝
+14859 瀌
+14860 焏
+14861 ―
+14862 譊
+14863 珼
+14864 癉
+14865 礑
+14866 璂
+14867 緿
+14868 稤
+14869 獶
+14870 禗
+14871 〥
+14872 盌
+14873 侱
+14874 僁
+14875 凞
+14876 匘
+14877 奃
+14878 孌
+14879 岲
+14880 嶥
+14881 怐
+14882 慏
+14883 扗
+14884 揇
+14885 朌
+14886 桪
+14887 楧
+14888 橠
+14889 欴
+14890 汥
+14891 滵
+14892 濪
+14893 烡
+14894 ︷
+14895 ○
+14896 ю
+14897 ゐ
+14898 ヰ
+14899 侌
+14900 傪
+14901 凁
+14902 勷
+14903 咅
+14904 嗮
+14905 囸
+14906 堭
+14907 夝
+14908 岎
+14909 嶐
+14910 庰
+14911 忦
+14912 掟
+14913 擆
+14914 旔
+14915 曫
+14916 栶
+14917 楌
+14918 橉
+14919 欚
+14920 濔
+14921 烉
+14922 餪
+14923 饉
+14924 鹱
+14925 餧
+14926 饆
+14927 餈
+14928 餦
+14929 饊
+14930 饌
+14931 饍
+14932 饎
+14933 饏
+14934 饐
+14935 饘
+14936 饙
+14937 饚
+14938 饜
+14939 饟
+14940 饠
+14941 饡
+14942 饢
+14943 饦
+14944 饳
+14945 饻
+14946 馂
+14947 ㄐ
+14948 ⌒
+14949 ┬
+14950 ⑿
+14951 Ｐ
+14952 冃
+14953 勑
+14954 呅
+14955 埿
+14956 壭
+14957 娦
+14958 嬓
+14959 屝
+14960 嵭
+14961 幮
+14962 徯
+14963 愋
+14964 捫
+14965 撔
+14966 斝
+14967 曅
+14968 栃
+14969 櫺
+14970 毿
+14971 浶
+14972 溞
+14973 澬
+14974 炐
+14975 熜
+14976 衊
+14977 衈
+14978 衺
+14979 衉
+14980 衃
+14981 衇
+14982 衶
+14983 蠤
+14984 衻
+14985 衼
+14986 袀
+14987 袃
+14988 袇
+14989 袉
+14990 袊
+14991 袌
+14992 袎
+14993 袏
+14994 袐
+14995 袑
+14996 袓
+14997 袔
+14998 袕
+14999 袗
+15000 袘
+15001 袙
+15002 袚
+15003 袛
+15004 袝
+15005 袞
+15006 袟
+15007 袠
+15008 袡
+15009 袥
+15010 袦
+15011 袧
+15012 袨
+15013 袩
+15014 餉
+15015 衋
+15016 蠥
+15017 餬
+15018 蠦
+15019 餋
+15020 衏
+15021 衐
+15022 蠨
+15023 餎
+15024 衑
+15025 餱
+15026 蠪
+15027 餲
+15028 餑
+15029 蠫
+15030 餳
+15031 衕
+15032 衖
+15033 蠭
+15034 餵
+15035 餔
+15036 衘
+15037 蠮
+15038 餶
+15039 餕
+15040 衚
+15041 蠯
+15042 餷
+15043 餖
+15044 蠰
+15045 餗
+15046 衜
+15047 餹
+15048 蠳
+15049 瘃
+15050 餺
+15051 餙
+15052 衞
+15053 餻
+15054 衟
+15055 蠵
+15056 衠
+15057 餽
+15058 餜
+15059 衦
+15060 衧
+15061 蠸
+15062 餿
+15063 衪
+15064 蠺
+15065 饀
+15066 餟
+15067 衭
+15068 疒
+15069 瘗
+15070 瘥
+15071 饁
+15072 餠
+15073 衯
+15074 蠽
+15075 衱
+15076 蠾
+15077 餢
+15078 衳
+15079 蠿
+15080 衴
+15081 衁
+15082 餤
+15083 衵
+15084 衂
+15085 馉
+15086 袪
+15087 ╡
+15088 鱡
+15089 琫
+15090 癳
+15091 礶
+15092 痚
+15093 璭
+15094 竐
+15095 玡
+15096 籩
+15097 秂
+15098 〆
+15099 甧
+15100 眅
+15101 俥
+15102 卐
+15103 唀
+15104 噀
+15105 坋
+15106 塭
+15107 奺
+15108 媏
+15109 宔
+15110 峞
+15111 巈
+15112 廵
+15113 恊
+15114 慹
+15115 抏
+15116 揺
+15117 攅
+15118 昬
+15119 梕
+15120 榚
+15121 檈
+15122 歟
+15123 沞
+15124 渆
+15125 焑
+15126 碋
+15127 ‥
+15128 鱁
+15129 癊
+15130 疎
+15131 璄
+15132 縀
+15133 稥
+15134 窫
+15135 獷
+15136 籈
+15137 禘
+15138 瓻
+15139 盓
+15140 丒
+15141 侲
+15142 凟
+15143 匛
+15144 咵
+15145 嘐
+15146 圗
+15147 塃
+15148 奅
+15149 婨
+15150 孍
+15151 岴
+15152 嶦
+15153 廍
+15154 怑
+15155 慐
+15156 扙
+15157 揈
+15158 擡
+15159 旹
+15160 朎
+15161 桬
+15162 欵
+15163 汦
+15164 淓
+15165 滶
+15166 烢
+15167 ㄩ
+15168 ﹂
+15169 ￠
+15170 ч
+15171 ╅
+15172 ㈤
+15173 侀
+15174 傞
+15175 勯
+15176 呴
+15177 囬
+15178 堥
+15179 婇
+15180 嬮
+15181 岄
+15182 嶉
+15183 庨
+15184 愰
+15185 掗
+15186 曢
+15187 栭
+15188 楅
+15189 橀
+15190 欓
+15191 濋
+15192 熼
+15193 榇
+15194 閌
+15195 閊
+15196 閇
+15197 閧
+15198 椐
+15199 锧
+15200 閈
+15201 閫
+15202 閮
+15203 閯
+15204 閰
+15205 閳
+15206 閴
+15207 閵
+15208 閷
+15209 閸
+15210 閺
+15211 閼
+15212 閽
+15213 閾
+15214 閿
+15215 闁
+15216 闂
+15217 闃
+15218 闄
+15219 闅
+15220 闈
+15221 闉
+15222 ㄉ
+15223 ι
+15224 ∩
+15225 ┥
+15226 ⑸
+15227 Ｉ
+15228 伾
+15229 勆
+15230 吷
+15231 喩
+15232 嚿
+15233 埳
+15234 壣
+15235 屔
+15236 嵣
+15237 徤
+15238 惿
+15239 懮
+15240 捝
+15241 撋
+15242 斏
+15243 暽
+15244 柹
+15245 椛
+15246 櫳
+15247 毶
+15248 浬
+15249 溕
+15250 蒦
+15251 蓗
+15252 蓔
+15253 蒧
+15254 蒣
+15255 蒥
+15256 蓒
+15257 葽
+15258 蒤
+15259 蓘
+15260 蓙
+15261 蓚
+15262 蓛
+15263 蓜
+15264 蓞
+15265 蓡
+15266 蓤
+15267 蓧
+15268 蓨
+15269 蓫
+15270 蓭
+15271 蓱
+15272 蓲
+15273 蓳
+15274 蓴
+15275 蓵
+15276 蓶
+15277 蓷
+15278 蓸
+15279 蓹
+15280 蓺
+15281 蓻
+15282 蓽
+15283 蓾
+15284 蔀
+15285 蔁
+15286 ㄨ
+15287 ﹁
+15288 ¤
+15289 ц
+15290 ╄
+15291 ヨ
+15292 佽
+15293 傝
+15294 冭
+15295 勮
+15296 呰
+15297 堣
+15298 夎
+15299 婅
+15300 嬭
+15301 岃
+15302 嶈
+15303 忚
+15304 愯
+15305 戣
+15306 掕
+15307 撹
+15308 旇
+15309 曡
+15310 栬
+15311 楄
+15312 樿
+15313 涜
+15314 濊
+15315 炶
+15316 熻
+15317 鑐
+15318 鑯
+15319 鑭
+15320 鑏
+15321 杩
+15322 璺
+15323 鑋
+15324 鑍
+15325 鑮
+15326 鑌
+15327 鑱
+15328 鑳
+15329 鑴
+15330 鑶
+15331 鑸
+15332 鑹
+15333 鑺
+15334 鑻
+15335 鑿
+15336 钀
+15337 钁
+15338 钂
+15339 钃
+15340 钄
+15341 钖
+15342 钘
+15343 铇
+15344 铓
+15345 铔
+15346 铦
+15347 ㄈ
+15348 θ
+15349 ∪
+15350 ┤
+15351 ⑷
+15352 Ｈ
+15353 伻
+15354 勅
+15355 喨
+15356 嚾
+15357 埲
+15358 娙
+15359 屓
+15360 幦
+15361 徣
+15362 惾
+15363 懭
+15364 捜
+15365 暼
+15366 柸
+15367 椚
+15368 樔
+15369 櫲
+15370 浫
+15371 溔
+15372 澣
+15373 炄
+15374 熑
+15375 萡
+15376 萟
+15377 萠
+15378 萞
+15379 葅
+15380 葈
+15381 菮
+15382 葊
+15383 葋
+15384 葌
+15385 葍
+15386 葏
+15387 葐
+15388 葒
+15389 葓
+15390 葔
+15391 葕
+15392 葘
+15393 葝
+15394 葟
+15395 葠
+15396 葢
+15397 葤
+15398 葥
+15399 葧
+15400 葨
+15401 葪
+15402 葮
+15403 葰
+15404 葲
+15405 葴
+15406 葹
+15407 葻
+15408 ﹃
+15409 ￡
+15410 ш
+15411 ╆
+15412 ㈥
+15413 侁
+15414 勱
+15415 呹
+15416 嗞
+15417 囮
+15418 堦
+15419 岅
+15420 嶊
+15421 庩
+15422 愱
+15423 戧
+15424 撽
+15425 旉
+15426 曣
+15427 栮
+15428 楆
+15429 橁
+15430 欔
+15431 濌
+15432 炾
+15433 阘
+15434 阇
+15435 陗
+15436 陓
+15437 阓
+15438 攴
+15439 闧
+15440 陒
+15441 陖
+15442 甓
+15443 戤
+15444 闬
+15445 陙
+15446 陚
+15447 陜
+15448 陠
+15449 陥
+15450 陦
+15451 陫
+15452 陭
+15453 陮
+15454 陱
+15455 陹
+15456 陻
+15457 陼
+15458 陾
+15459 陿
+15460 隀
+15461 隁
+15462 隂
+15463 隃
+15464 隄
+15465 隇
+15466 隉
+15467 ㄊ
+15468 κ
+15469 ∈
+15470 ┦
+15471 ⑹
+15472 Ｊ
+15473 伿
+15474 偸
+15475 兪
+15476 勈
+15477 吺
+15478 囀
+15479 埵
+15480 嬍
+15481 屖
+15482 嵤
+15483 幨
+15484 徥
+15485 愂
+15486 懯
+15487 捠
+15488 斒
+15489 暿
+15490 樖
+15491 櫴
+15492 毷
+15493 炇
+15494 蔨
+15495 蕕
+15496 蕓
+15497 蔩
+15498 蔧
+15499 蕒
+15500 蕔
+15501 蔦
+15502 蕘
+15503 蕚
+15504 蕛
+15505 蕜
+15506 蕝
+15507 蕟
+15508 蕠
+15509 蕡
+15510 蕢
+15511 蕥
+15512 蕦
+15513 蕧
+15514 蕬
+15515 蕮
+15516 蕯
+15517 蕰
+15518 蕱
+15519 蕳
+15520 蕷
+15521 蕸
+15522 蕼
+15523 蕽
+15524 蕿
+15525 薀
+15526 ﹄
+15527 ‰
+15528 щ
+15529 ╇
+15530 ㈦
+15531 傠
+15532 冸
+15533 勲
+15534 呺
+15535 嗠
+15536 堧
+15537 夒
+15538 婋
+15539 岆
+15540 庪
+15541 愲
+15542 戨
+15543 旊
+15544 曤
+15545 栯
+15546 楇
+15547 橂
+15548 滊
+15549 濍
+15550 炿
+15551 雦
+15552 隷
+15553 氕
+15554 搿
+15555 肟
+15556 敫
+15557 雥
+15558 雧
+15559 攵
+15560 隌
+15561 毪
+15562 隲
+15563 雬
+15564 雭
+15565 雮
+15566 雰
+15567 雴
+15568 雵
+15569 雸
+15570 雺
+15571 雼
+15572 雽
+15573 雿
+15574 霃
+15575 霅
+15576 霊
+15577 霋
+15578 霌
+15579 霐
+15580 霒
+15581 霔
+15582 霗
+15583 霚
+15584 霛
+15585 霝
+15586 霟
+15587 ㄋ
+15588 λ
+15589 ∷
+15590 ┧
+15591 ⑺
+15592 Ｋ
+15593 佀
+15594 偹
+15595 兯
+15596 勊
+15597 囁
+15598 埶
+15599 壦
+15600 娝
+15601 嬎
+15602 屗
+15603 嵥
+15604 幩
+15605 徦
+15606 愃
+15607 懰
+15608 捤
+15609 撍
+15610 斔
+15611 曀
+15612 椝
+15613 櫵
+15614 浰
+15615 溗
+15616 澦
+15617 炈
+15618 熕
+15619 薫
+15620 薧
+15621 藒
+15622 藎
+15623 薣
+15624 藑
+15625 薂
+15626 薥
+15627 藔
+15628 藗
+15629 藙
+15630 藚
+15631 藞
+15632 藡
+15633 藢
+15634 藣
+15635 藧
+15636 藪
+15637 藫
+15638 藭
+15639 藮
+15640 藯
+15641 藰
+15642 藱
+15643 藲
+15644 藳
+15645 藵
+15646 藶
+15647 藷
+15648 蒩
+15649 葾
+15650 榱
+15651 萢
+15652 阛
+15653 闍
+15654 蔄
+15655 赆
+15656 赇
+15657 隺
+15658 薃
+15659 脶
+15660 肜
+15661 脞
+15662 锽
+15663 蒪
+15664 葿
+15665 萣
+15666 阞
+15667 蔮
+15668 蔅
+15669 隑
+15670 薭
+15671 薆
+15672 蒫
+15673 蒀
+15674 鑓
+15675 阠
+15676 蔯
+15677 隿
+15678 隒
+15679 薱
+15680 閐
+15681 镈
+15682 蒬
+15683 蒁
+15684 鑔
+15685 萪
+15686 桊
+15687 阣
+15688 闐
+15689 蔰
+15690 蔇
+15691 牮
+15692 雂
+15693 隓
+15694 薲
+15695 薉
+15696 镋
+15697 蒭
+15698 蒃
+15699 萫
+15700 阤
+15701 闑
+15702 蔱
+15703 蔈
+15704 雃
+15705 薳
+15706 肷
+15707 腙
+15708 胨
+15709 蒮
+15710 鑖
+15711 菷
+15712 阥
+15713 闒
+15714 蔲
+15715 蔉
+15716 雈
+15717 隖
+15718 薴
+15719 薋
+15720 蒅
+15721 鑗
+15722 鐶
+15723 萭
+15724 菺
+15725 阦
+15726 闓
+15727 蔳
+15728 蔊
+15729 薵
+15730 镠
+15731 蒱
+15732 蒆
+15733 鐷
+15734 萮
+15735 菻
+15736 阧
+15737 闔
+15738 蔋
+15739 薶
+15740 镮
+15741 蒳
+15742 蒊
+15743 殪
+15744 萯
+15745 阨
+15746 蔍
+15747 晡
+15748 雐
+15749 隝
+15750 胩
+15751 胂
+15752 閖
+15753 蒵
+15754 蒍
+15755 鑚
+15756 鐹
+15757 萰
+15758 菾
+15759 阩
+15760 蔶
+15761 蔎
+15762 隞
+15763 薐
+15764 閗
+15765 镵
+15766 蒶
+15767 蒏
+15768 鑛
+15769 萲
+15770 菿
+15771 阫
+15772 闗
+15773 蔾
+15774 蔏
+15775 隟
+15776 薻
+15777 蒐
+15778 鑜
+15779 鐻
+15780 萳
+15781 萀
+15782 阬
+15783 蔿
+15784 雔
+15785 薼
+15786 薒
+15787 閙
+15788 镸
+15789 蒑
+15790 鐼
+15791 萴
+15792 阭
+15793 蕀
+15794 蔒
+15795 隡
+15796 薽
+15797 薓
+15798 镹
+15799 蒒
+15800 鑞
+15801 鐽
+15802 萅
+15803 阯
+15804 闚
+15805 隢
+15806 薾
+15807 镺
+15808 蒓
+15809 轷
+15810 鐿
+15811 萶
+15812 萇
+15813 柙
+15814 阰
+15815 蔕
+15816 牿
+15817 犋
+15818 雘
+15819 隣
+15820 薿
+15821 薕
+15822 閜
+15823 镻
+15824 蒔
+15825 鑠
+15826 鑀
+15827 萷
+15828 阷
+15829 蕄
+15830 蔖
+15831 隤
+15832 藀
+15833 閝
+15834 镼
+15835 鑡
+15836 鑁
+15837 萹
+15838 萉
+15839 阸
+15840 蕅
+15841 蔘
+15842 雚
+15843 隥
+15844 藂
+15845 薗
+15846 閞
+15847 蓃
+15848 蒖
+15849 鑢
+15850 萺
+15851 阹
+15852 闞
+15853 蕆
+15854 蔙
+15855 隦
+15856 藃
+15857 薘
+15858 镾
+15859 蓅
+15860 蒘
+15861 鑃
+15862 萻
+15863 萐
+15864 阺
+15865 闟
+15866 蕇
+15867 蔛
+15868 藄
+15869 赀
+15870 閠
+15871 蒚
+15872 鑤
+15873 萾
+15874 萒
+15875 阾
+15876 闠
+15877 蕋
+15878 蔜
+15879 隩
+15880 藅
+15881 薚
+15882 閁
+15883 蒛
+15884 辁
+15885 鑅
+15886 萿
+15887 萓
+15888 棼
+15889 椟
+15890 陁
+15891 蔝
+15892 贳
+15893 藆
+15894 薝
+15895 膪
+15896 脎
+15897 胲
+15898 閂
+15899 蓈
+15900 蒝
+15901 葀
+15902 萔
+15903 陃
+15904 蕍
+15905 雟
+15906 藇
+15907 薞
+15908 蒞
+15909 葁
+15910 萕
+15911 陊
+15912 蔠
+15913 雡
+15914 隬
+15915 藈
+15916 薟
+15917 閤
+15918 閄
+15919 蓌
+15920 鑨
+15921 鑈
+15922 葂
+15923 萖
+15924 陎
+15925 闤
+15926 蕏
+15927 蔢
+15928 隭
+15929 藊
+15930 閅
+15931 蒠
+15932 鑩
+15933 鑉
+15934 葃
+15935 萗
+15936 陏
+15937 闥
+15938 蕐
+15939 隮
+15940 藋
+15941 薡
+15942 閦
+15943 蓏
+15944 蒢
+15945 鑪
+15946 鑊
+15947 葄
+15948 萙
+15949 陑
+15950 闦
+15951 蕑
+15952 蔤
+15953 雤
+15954 藌
+15955 薢
+15956 柁
+15957 锠
+15958 葼
+15959 霠
+15960 藸
+15961 磃
+15962 ╢
+15963 鱢
+15964 譮
+15965 癴
+15966 礷
+15967 痜
+15968 璮
+15969 縡
+15970 玣
+15971 籪
+15972 秄
+15973 ゝ
+15974 眆
+15975 乫
+15976 俧
+15977 僨
+15978 刦
+15979 唂
+15980 坒
+15981 塮
+15982 媐
+15983 宖
+15984 峟
+15985 廸
+15986 恌
+15987 慺
+15988 抐
+15989 揻
+15990 攆
+15991 杅
+15992 梖
+15993 榝
+15994 檉
+15995 歠
+15996 沠
+15997 漟
+15998 瀎
+15999 焒
+16000 ‵
+16001 譌
+16002 癋
+16003 礔
+16004 疐
+16005 璅
+16006 縁
+16007 稦
+16008 籉
+16009 侳
+16010 凢
+16011 匜
+16012 咶
+16013 嘑
+16014 塅
+16015 奆
+16016 婩
+16017 孎
+16018 岶
+16019 廎
+16020 怓
+16021 慒
+16022 扚
+16023 揊
+16024 擣
+16025 楩
+16026 橣
+16027 欶
+16028 淔
+16029 烣
+16030 ╣
+16031 鱣
+16032 癵
+16033 礸
+16034 痝
+16035 穏
+16036 竒
+16037 玤
+16038 籫
+16039 秅
+16040 ゞ
+16041 甮
+16042 乬
+16043 僩
+16044 刧
+16045 唃
+16046 噂
+16047 坓
+16048 塯
+16049 奼
+16050 媑
+16051 廹
+16052 恎
+16053 慻
+16054 抔
+16055 揼
+16056 杇
+16057 梘
+16058 榞
+16059 檊
+16060 漡
+16061 焔
+16062 碐
+16063 ℅
+16064 鱃
+16065 譍
+16066 珿
+16067 癎
+16068 礕
+16069 疓
+16070 縂
+16071 稧
+16072 獹
+16073 籊
+16074 盙
+16075 侴
+16076 僄
+16077 凣
+16078 匞
+16079 嘒
+16080 塆
+16081 奊
+16082 婫
+16083 孏
+16084 岹
+16085 嶨
+16086 廏
+16087 怗
+16088 慓
+16089 扜
+16090 揋
+16091 擥
+16092 桮
+16093 橤
+16094 汫
+16095 淕
+16096 濭
+16097 烥
+16098 磆
+16099 ╤
+16100 鱤
+16101 琱
+16102 癶
+16103 礹
+16104 痟
+16105 穐
+16106 竓
+16107 秇
+16108 ﹉
+16109 県
+16110 乭
+16111 俬
+16112 僪
+16113 卙
+16114 噃
+16115 坔
+16116 塰
+16117 宧
+16118 峢
+16119 巋
+16120 廻
+16121 恏
+16122 慼
+16123 抙
+16124 揾
+16125 攈
+16126 昲
+16127 杊
+16128 梙
+16129 檋
+16130 歨
+16131 瀐
+16132 碒
+16133 ℉
+16134 鱄
+16135 譎
+16136 縃
+16137 稨
+16138 窰
+16139 籋
+16140 禜
+16141 瓾
+16142 盚
+16143 丠
+16144 凥
+16145 匟
+16146 咹
+16147 嘓
+16148 圚
+16149 塇
+16150 孒
+16151 廐
+16152 怘
+16153 慔
+16154 扝
+16155 揌
+16156 擧
+16157 旽
+16158 朒
+16159 楬
+16160 橦
+16161 欻
+16162 汬
+16163 淗
+16164 滺
+16165 磇
+16166 鱥
+16167 譱
+16168 癷
+16169 縤
+16170 竔
+16171 籭
+16172 秈
+16173 ﹊
+16174 甶
+16175 眎
+16176 乮
+16177 俰
+16178 僫
+16179 刬
+16180 卛
+16181 噄
+16182 坕
+16183 奿
+16184 媔
+16185 宨
+16186 巌
+16187 廼
+16188 恑
+16189 慽
+16190 搃
+16191 杋
+16192 梚
+16193 榠
+16194 檌
+16195 瀒
+16196 焛
+16197 碔
+16198 ↖
+16199 鱅
+16200 譏
+16201 琁
+16202 癐
+16203 礗
+16204 疘
+16205 縄
+16206 窱
+16207 禝
+16208 ㊣
+16209 甀
+16210 侷
+16211 僆
+16212 処
+16213 匢
+16214 咺
+16215 圛
+16216 塈
+16217 奍
+16218 岻
+16219 嶪
+16220 廔
+16221 怚
+16222 扞
+16223 揑
+16224 旾
+16225 桰
+16226 橧
+16227 欼
+16228 滻
+16229 烮
+16230 №
+16231 ╉
+16232 ㈨
+16233 冺
+16234 勴
+16235 呿
+16236 堩
+16237 夗
+16238 嬳
+16239 岉
+16240 嶍
+16241 庬
+16242 忢
+16243 戫
+16244 掜
+16245 旐
+16246 曧
+16247 楉
+16248 橅
+16249 欗
+16250 氻
+16251 涰
+16252 滍
+16253 濏
+16254 烅
+16255 燀
+16256 泶
+16257 韣
+16258 憝
+16259 慝
+16260 砘
+16261 韂
+16262 韠
+16263 韢
+16264 鞞
+16265 恧
+16266 韁
+16267 肀
+16268 韤
+16269 韥
+16270 韨
+16271 韯
+16272 韰
+16273 韱
+16274 韲
+16275 韷
+16276 韸
+16277 韹
+16278 韺
+16279 韽
+16280 頀
+16281 頄
+16282 頇
+16283 頉
+16284 頋
+16285 頍
+16286 ㄍ
+16287 ν
+16288 ⊥
+16289 ┩
+16290 ⑼
+16291 Ｍ
+16292 佂
+16293 偼
+16294 兺
+16295 喭
+16296 壨
+16297 屚
+16298 嵧
+16299 愅
+16300 捦
+16301 撏
+16302 斖
+16303 曂
+16304 柾
+16305 椡
+16306 櫷
+16307 毻
+16308 溚
+16309 澩
+16310 炌
+16311 熗
+16312 蚟
+16313 蛜
+16314 蛗
+16315 蚠
+16316 蚚
+16317 蚞
+16318 蛖
+16319 蛚
+16320 虭
+16321 蚛
+16322 蛡
+16323 蛢
+16324 蛣
+16325 蛥
+16326 蛦
+16327 蛧
+16328 蛨
+16329 蛪
+16330 蛫
+16331 蛬
+16332 蛶
+16333 蛷
+16334 蛼
+16335 蛽
+16336 蛿
+16337 蜁
+16338 蜄
+16339 蜅
+16340 蜋
+16341 蜌
+16342 蜎
+16343 蜏
+16344 蜑
+16345 蜔
+16346 §
+16347 ъ
+16348 ╈
+16349 ㈧
+16350 侅
+16351 傡
+16352 冹
+16353 呾
+16354 嗢
+16355 囲
+16356 堨
+16357 夓
+16358 婌
+16359 嬱
+16360 岇
+16361 忟
+16362 愳
+16363 旍
+16364 曥
+16365 栰
+16366 楈
+16367 橃
+16368 氺
+16369 涭
+16370 濎
+16371 烄
+16372 熿
+16373 靱
+16374 靯
+16375 靇
+16376 旆
+16377 靃
+16378 靅
+16379 靮
+16380 靲
+16381 靵
+16382 靷
+16383 靸
+16384 靹
+16385 靻
+16386 靽
+16387 靾
+16388 靿
+16389 鞀
+16390 鞁
+16391 鞃
+16392 鞄
+16393 鞆
+16394 鞈
+16395 鞉
+16396 鞊
+16397 鞌
+16398 鞎
+16399 鞐
+16400 鞓
+16401 鞖
+16402 鞗
+16403 鞙
+16404 鞚
+16405 鞛
+16406 鞜
+16407 ㄌ
+16408 μ
+16409 √
+16410 ┨
+16411 ぬ
+16412 ⑻
+16413 Ｌ
+16414 佁
+16415 偺
+16416 勌
+16417 吿
+16418 壧
+16419 娞
+16420 屘
+16421 嵦
+16422 幪
+16423 徧
+16424 愄
+16425 懱
+16426 捥
+16427 撎
+16428 曁
+16429 柼
+16430 椞
+16431 樚
+16432 櫶
+16433 浱
+16434 溙
+16435 澨
+16436 炋
+16437 熖
+16438 蘞
+16439 蘜
+16440 虀
+16441 蘾
+16442 蘝
+16443 蘙
+16444 蘽
+16445 虂
+16446 虃
+16447 虅
+16448 虆
+16449 虇
+16450 虈
+16451 虉
+16452 虊
+16453 虋
+16454 虌
+16455 虖
+16456 虗
+16457 虘
+16458 虙
+16459 虝
+16460 虠
+16461 虡
+16462 虣
+16463 虥
+16464 虦
+16465 虨
+16466 虩
+16467 ︻
+16468 ☆
+16469 ╊
+16470 ゎ
+16471 ㈩
+16472 ヮ
+16473 侇
+16474 傤
+16475 冾
+16476 囶
+16477 堫
+16478 夘
+16479 婎
+16480 嬵
+16481 岊
+16482 嶎
+16483 庮
+16484 忣
+16485 愵
+16486 戭
+16487 掝
+16488 擃
+16489 旑
+16490 曨
+16491 橆
+16492 氼
+16493 涱
+16494 濐
+16495 烆
+16496 頯
+16497 瞵
+16498 顋
+16499 頮
+16500 罨
+16501 頪
+16502 頬
+16503 頏
+16504 顐
+16505 顑
+16506 顕
+16507 顖
+16508 顙
+16509 顚
+16510 顜
+16511 顝
+16512 顟
+16513 顠
+16514 顡
+16515 顢
+16516 顣
+16517 顦
+16518 顩
+16519 顬
+16520 顭
+16521 ㄎ
+16522 ξ
+16523 ∥
+16524 ┪
+16525 ⑽
+16526 Ｎ
+16527 佄
+16528 兾
+16529 勎
+16530 娢
+16531 幬
+16532 徫
+16533 愇
+16534 懳
+16535 斘
+16536 曃
+16537 栁
+16538 椢
+16539 樜
+16540 毼
+16541 浳
+16542 溛
+16543 炍
+16544 熚
+16545 蝋
+16546 蝆
+16547 蝵
+16548 蝊
+16549 蝅
+16550 蝱
+16551 蝳
+16552 蜙
+16553 蝄
+16554 蝹
+16555 蝺
+16556 蝿
+16557 螀
+16558 螁
+16559 螇
+16560 螉
+16561 螊
+16562 螌
+16563 螎
+16564 螑
+16565 螒
+16566 螔
+16567 螕
+16568 螖
+16569 螘
+16570 螙
+16571 螚
+16572 螛
+16573 螝
+16574 螠
+16575 螡
+16576 螣
+16577 ︼
+16578 ★
+16579 э
+16580 ╋
+16581 侊
+16582 傦
+16583 冿
+16584 勶
+16585 咃
+16586 嗭
+16587 堬
+16588 夛
+16589 婏
+16590 嬶
+16591 岋
+16592 嶏
+16593 忥
+16594 愶
+16595 掞
+16596 擄
+16597 旓
+16598 曪
+16599 栵
+16600 楋
+16601 欙
+16602 涳
+16603 滐
+16604 烇
+16605 燂
+16606 锎
+16607 颺
+16608 铷
+16609 飤
+16610 铴
+16611 锏
+16612 颻
+16613 铩
+16614 锓
+16615 铽
+16616 颷
+16617 飡
+16618 飣
+16619 铹
+16620 颸
+16621 飥
+16622 飫
+16623 飬
+16624 飭
+16625 飮
+16626 飱
+16627 飳
+16628 飴
+16629 飵
+16630 飶
+16631 飸
+16632 飺
+16633 餀
+16634 餁
+16635 餂
+16636 餄
+16637 ㄏ
+16638 ο
+16639 ∠
+16640 ┫
+16641 ⑾
+16642 Ｏ
+16643 佅
+16644 傁
+16645 兿
+16646 勏
+16647 呄
+16648 喯
+16649 囅
+16650 埾
+16651 壪
+16652 娤
+16653 嬒
+16654 嵪
+16655 幭
+16656 懴
+16657 捪
+16658 斚
+16659 曄
+16660 栂
+16661 椣
+16662 櫹
+16663 毾
+16664 澫
+16665 炏
+16666 熛
+16667 蟕
+16668 蟐
+16669 蟸
+16670 蟔
+16671 蟏
+16672 蟵
+16673 螥
+16674 蟎
+16675 蟺
+16676 蟼
+16677 蟽
+16678 蟿
+16679 蠀
+16680 蠁
+16681 蠆
+16682 蠇
+16683 蠈
+16684 蠉
+16685 蠋
+16686 蠌
+16687 蠎
+16688 蠏
+16689 蠐
+16690 蠒
+16691 蠗
+16692 蠘
+16693 蠚
+16694 蠜
+16695 蠠
+16696 锊
+16697 韆
+16698 鞟
+16699 蚢
+16700 虯
+16701 愍
+16702 砹
+16703 霢
+16704 蘟
+16705 灬
+16706 爨
+16707 炷
+16708 蝍
+16709 蜛
+16710 钆
+16711 颽
+16712 蟖
+16713 螦
+16714 镟
+16715 镥
+16716 镤
+16717 锬
+16718 锩
+16719 铈
+16720 韇
+16721 蚥
+16722 虰
+16723 靊
+16724 霣
+16725 蘠
+16726 藼
+16727 蝏
+16728 蜝
+16729 颾
+16730 蟗
+16731 韈
+16732 鞢
+16733 蚦
+16734 虲
+16735 靋
+16736 霤
+16737 藽
+16738 頲
+16739 蝐
+16740 蜟
+16741 钋
+16742 颿
+16743 顲
+16744 蟘
+16745 螩
+16746 韉
+16747 鞤
+16748 蚫
+16749 虳
+16750 眇
+16751 靌
+16752 霥
+16753 藾
+16754 頳
+16755 蝑
+16756 蜠
+16757 铕
+16758 飀
+16759 螪
+16760 镄
+16761 韊
+16762 鞥
+16763 蚭
+16764 虴
+16765 黹
+16766 靍
+16767 霦
+16768 蘣
+16769 蘀
+16770 頴
+16771 蝒
+16772 蜤
+16773 钌
+16774 飁
+16775 蟚
+16776 锼
+16777 鞦
+16778 蚮
+16779 虵
+16780 靎
+16781 蘤
+16782 蘁
+16783 頵
+16784 蝔
+16785 飂
+16786 螰
+16787 鞧
+16788 蚲
+16789 虶
+16790 靏
+16791 霨
+16792 蘥
+16793 蘂
+16794 頖
+16795 蜧
+16796 飃
+16797 螱
+16798 韍
+16799 蚳
+16800 虷
+16801 靐
+16802 霩
+16803 蘦
+16804 蘃
+16805 蝖
+16806 蜨
+16807 颒
+16808 韎
+16809 鞩
+16810 虸
+16811 眍
+16812 靑
+16813 霫
+16814 蘨
+16815 煳
+16816 蝘
+16817 蜪
+16818 钔
+16819 飅
+16820 蟟
+16821 螴
+16822 锿
+16823 锾
+16824 韏
+16825 鞪
+16826 蚸
+16827 靔
+16828 霬
+16829 蘪
+16830 蝚
+16831 蜫
+16832 螶
+16833 鞬
+16834 蚹
+16835 蚄
+16836 靕
+16837 霮
+16838 蘫
+16839 頺
+16840 頚
+16841 蝛
+16842 蜬
+16843 飇
+16844 颣
+16845 螷
+16846 蚻
+16847 蚅
+16848 靗
+16849 霯
+16850 蜭
+16851 飈
+16852 蟣
+16853 韒
+16854 蚼
+16855 蚆
+16856 靘
+16857 霱
+16858 蘉
+16859 蝝
+16860 蜯
+16861 飉
+16862 颩
+16863 蟤
+16864 螹
+16865 鞱
+16866 蚽
+16867 蚇
+16868 蘮
+16869 頝
+16870 蝞
+16871 蜰
+16872 飊
+16873 颪
+16874 蟦
+16875 螻
+16876 镅
+16877 韔
+16878 鞳
+16879 蚾
+16880 眢
+16881 眚
+16882 霴
+16883 蘯
+16884 煺
+16885 頾
+16886 頞
+16887 蜲
+16888 钪
+16889 钬
+16890 螼
+16891 镎
+16892 韕
+16893 鞵
+16894 蚿
+16895 蚉
+16896 靝
+16897 蘰
+16898 頿
+16899 頟
+16900 蝡
+16901 蜳
+16902 飌
+16903 蟨
+16904 螾
+16905 韖
+16906 蛁
+16907 蚎
+16908 靟
+16909 蝢
+16910 蜵
+16911 飍
+16912 颭
+16913 蟩
+16914 螿
+16915 韗
+16916 鞷
+16917 蛂
+16918 蚏
+16919 靣
+16920 霷
+16921 蘲
+16922 顁
+16923 蜶
+16924 蟫
+16925 蟁
+16926 韘
+16927 鞸
+16928 蛃
+16929 蚐
+16930 靤
+16931 霺
+16932 蘳
+16933 顂
+16934 頢
+16935 蝧
+16936 飐
+16937 蟂
+16938 钸
+16939 韙
+16940 鞹
+16941 蛅
+16942 蚑
+16943 霻
+16944 蘴
+16945 蘐
+16946 頣
+16947 蜹
+16948 颰
+16949 蟭
+16950 蟃
+16951 韚
+16952 鞺
+16953 蛈
+16954 蚒
+16955 睃
+16956 碥
+16957 靧
+16958 霼
+16959 禚
+16960 顄
+16961 蝩
+16962 蜺
+16963 稆
+16964 稃
+16965 韛
+16966 鞻
+16967 蛌
+16968 蚔
+16969 霽
+16970 蘶
+16971 蘓
+16972 蝪
+16973 蜼
+16974 颲
+16975 蟰
+16976 蟅
+16977 蚖
+16978 靪
+16979 霿
+16980 蘷
+16981 蘔
+16982 蝫
+16983 蜽
+16984 蟇
+16985 韝
+16986 鞽
+16987 蛒
+16988 蚗
+16989 靫
+16990 靀
+16991 蘹
+16992 蘕
+16993 顇
+16994 飜
+16995 颴
+16996 韞
+16997 鞾
+16998 蛓
+16999 蚘
+17000 靁
+17001 蘺
+17002 顈
+17003 頨
+17004 蝭
+17005 蝁
+17006 飝
+17007 颵
+17008 蟉
+17009 韟
+17010 鞿
+17011 蛕
+17012 蚙
+17013 靭
+17014 蘻
+17015 顉
+17016 頩
+17017 蝯
+17018 飠
+17019 蟴
+17020 蟌
+17021 铪
+17022 钷
+17023 頎
+17024 蜖
+17025 鞝
+17026 虪
+17027 顮
+17028 螤
+17029 餇
+17030 磈
+17031 ╦
+17032 鱦
+17033 譲
+17034 琷
+17035 癹
+17036 礿
+17037 痡
+17038 璲
+17039 縥
+17040 穓
+17041 竕
+17042 秊
+17043 ﹋
+17044 甹
+17045 眏
+17046 乯
+17047 俲
+17048 僯
+17049 刯
+17050 卝
+17051 唈
+17052 坖
+17053 塲
+17054 妀
+17055 宩
+17056 峧
+17057 廽
+17058 抝
+17059 搄
+17060 攋
+17061 昷
+17062 梛
+17063 檍
+17064 歫
+17065 沯
+17066 渏
+17067 漥
+17068 瀓
+17069 碕
+17070 ↗
+17071 鱆
+17072 譐
+17073 琂
+17074 癑
+17075 礘
+17076 疛
+17077 璊
+17078 稪
+17079 窲
+17080 禞
+17081 ㎎
+17082 盝
+17083 丣
+17084 侸
+17085 僇
+17086 凧
+17087 咼
+17088 嘕
+17089 圝
+17090 塉
+17091 奐
+17092 婮
+17093 孞
+17094 岼
+17095 嶫
+17096 廕
+17097 怞
+17098 慗
+17099 扟
+17100 揓
+17101 擩
+17102 朖
+17103 桱
+17104 楯
+17105 橨
+17106 淛
+17107 滼
+17108 濲
+17109 烰
+17110 磌
+17111 ╧
+17112 譳
+17113 琸
+17114 祂
+17115 痥
+17116 縦
+17117 穔
+17118 竗
+17119 籯
+17120 秌
+17121 ﹌
+17122 甼
+17123 眐
+17124 乲
+17125 俴
+17126 僰
+17127 刱
+17128 卥
+17129 唊
+17130 噆
+17131 坘
+17132 塳
+17133 妅
+17134 峩
+17135 巏
+17136 弅
+17137 恔
+17138 慿
+17139 択
+17140 搆
+17141 杒
+17142 梜
+17143 榢
+17144 檏
+17145 歬
+17146 沰
+17147 渒
+17148 漦
+17149 瀔
+17150 焝
+17151 ↘
+17152 琄
+17153 疜
+17154 璌
+17155 縆
+17156 稫
+17157 窴
+17158 獽
+17159 籏
+17160 ㎏
+17161 甂
+17162 侹
+17163 僈
+17164 凨
+17165 匥
+17166 咾
+17167 嘖
+17168 奒
+17169 婯
+17170 孠
+17171 岾
+17172 嶬
+17173 廗
+17174 怟
+17175 扠
+17176 揔
+17177 擪
+17178 昁
+17179 朘
+17180 楰
+17181 欿
+17182 汯
+17183 淜
+17184 滽
+17185 濳
+17186 烱
+17187 磍
+17188 ╨
+17189 鱨
+17190 琹
+17191 璴
+17192 縧
+17193 竘
+17194 籰
+17195 秎
+17196 ﹍
+17197 甽
+17198 眑
+17199 乴
+17200 俵
+17201 刲
+17202 卨
+17203 唋
+17204 噇
+17205 坙
+17206 塴
+17207 妉
+17208 宭
+17209 峫
+17210 巐
+17211 弆
+17212 恖
+17213 憀
+17214 抣
+17215 搇
+17216 昹
+17217 杔
+17218 榣
+17219 檒
+17220 歭
+17221 沴
+17222 渓
+17223 漧
+17224 焞
+17225 碙
+17226 ↙
+17227 譒
+17228 癓
+17229 礚
+17230 疞
+17231 璍
+17232 稬
+17233 獿
+17234 籐
+17235 ㎜
+17236 盠
+17237 丩
+17238 侺
+17239 僉
+17240 匧
+17241 哃
+17242 圠
+17243 塋
+17244 婰
+17245 孡
+17246 峀
+17247 嶭
+17248 廘
+17249 怢
+17250 慙
+17251 扡
+17252 揕
+17253 擫
+17254 朙
+17255 桳
+17256 楲
+17257 橪
+17258 歀
+17259 汱
+17260 淟
+17261 濴
+17262 烲
+17263 磎
+17264 ╩
+17265 鱩
+17266 譵
+17267 癿
+17268 祄
+17269 痬
+17270 璵
+17271 穖
+17272 竚
+17273 籱
+17274 秏
+17275 ﹎
+17276 甿
+17277 眒
+17278 乵
+17279 僲
+17280 刴
+17281 卪
+17282 唌
+17283 噈
+17284 坢
+17285 妋
+17286 媘
+17287 峬
+17288 巑
+17289 恗
+17290 抦
+17291 搈
+17292 攎
+17293 梞
+17294 榤
+17295 檓
+17296 歮
+17297 沵
+17298 漨
+17299 瀖
+17300 焟
+17301 譓
+17302 琈
+17303 癕
+17304 礛
+17305 疢
+17306 璏
+17307 縈
+17308 稭
+17309 窶
+17310 玀
+17311 籑
+17312 ㎝
+17313 甅
+17314 丮
+17315 侻
+17316 匨
+17317 哅
+17318 嘙
+17319 圡
+17320 塎
+17321 奙
+17322 孧
+17323 峂
+17324 嶮
+17325 怣
+17326 扢
+17327 揗
+17328 昅
+17329 朚
+17330 桵
+17331 楳
+17332 歁
+17333 汳
+17334 淢
+17335 濵
+17336 烳
+17337 ╪
+17338 譶
+17339 皀
+17340 痭
+17341 璶
+17342 縩
+17343 穘
+17344 竛
+17345 秐
+17346 畁
+17347 乶
+17348 僴
+17349 刵
+17350 唍
+17351 噉
+17352 塶
+17353 妌
+17354 媙
+17355 宯
+17356 峮
+17357 巒
+17358 弉
+17359 恘
+17360 抧
+17361 搉
+17362 昻
+17363 杗
+17364 榥
+17365 歯
+17366 沶
+17367 渘
+17368 焠
+17369 碞
+17370 ∟
+17371 鱊
+17372 譔
+17373 琋
+17374 癗
+17375 疦
+17376 璑
+17377 窷
+17378 籒
+17379 禢
+17380 ㎞
+17381 甆
+17382 丯
+17383 侼
+17384 凬
+17385 匩
+17386 哊
+17387 圢
+17388 塏
+17389 奛
+17390 婲
+17391 孨
+17392 峃
+17393 嶯
+17394 怤
+17395 慛
+17396 扤
+17397 揘
+17398 擭
+17399 朜
+17400 桸
+17401 楴
+17402 歂
+17403 汵
+17404 淣
+17405 漀
+17406 濶
+17407 ︸
+17408 ●
+17409 ゑ
+17410 Ⅰ
+17411 ヱ
+17412 凂
+17413 咇
+17414 嗰
+17415 囻
+17416 堮
+17417 夞
+17418 婑
+17419 嬹
+17420 岏
+17421 嶑
+17422 庱
+17423 忨
+17424 戱
+17425 旕
+17426 栺
+17427 楍
+17428 橊
+17429 欛
+17430 汃
+17431 涶
+17432 滖
+17433 燅
+17434 馺
+17435 馸
+17436 駘
+17437 瘳
+17438 駖
+17439 馹
+17440 馵
+17441 馌
+17442 駞
+17443 駢
+17444 駥
+17445 駦
+17446 駨
+17447 駩
+17448 駪
+17449 駬
+17450 駮
+17451 駰
+17452 駴
+17453 駵
+17454 駶
+17455 駸
+17456 ㄑ
+17457 ρ
+17458 ⊙
+17459 ┭
+17460 ⒀
+17461 Ｑ
+17462 パ
+17463 傃
+17464 冄
+17465 勓
+17466 呇
+17467 囇
+17468 堁
+17469 娧
+17470 嬔
+17471 屟
+17472 嵮
+17473 幯
+17474 徰
+17475 愌
+17476 捬
+17477 撗
+17478 栄
+17479 椦
+17480 樠
+17481 氀
+17482 浹
+17483 溠
+17484 澭
+17485 裛
+17486 裗
+17487 褈
+17488 裑
+17489 裖
+17490 褅
+17491 袬
+17492 裓
+17493 褉
+17494 褋
+17495 褌
+17496 褍
+17497 褎
+17498 褏
+17499 褑
+17500 褔
+17501 褖
+17502 褗
+17503 褘
+17504 褜
+17505 褝
+17506 褞
+17507 褟
+17508 褤
+17509 褧
+17510 褨
+17511 褩
+17512 褬
+17513 褭
+17514 褱
+17515 褳
+17516 褵
+17517 窆
+17518 馎
+17519 袮
+17520 窳
+17521 衤
+17522 袯
+17523 馽
+17524 馛
+17525 裞
+17526 裠
+17527 袲
+17528 馿
+17529 馝
+17530 袳
+17531 耖
+17532 耔
+17533 耠
+17534 馞
+17535 裦
+17536 袴
+17537 馟
+17538 裧
+17539 袵
+17540 駂
+17541 馠
+17542 裩
+17543 袶
+17544 駃
+17545 馡
+17546 裪
+17547 袸
+17548 耥
+17549 耢
+17550 裉
+17551 馢
+17552 袹
+17553 駅
+17554 馣
+17555 裬
+17556 袺
+17557 駆
+17558 馤
+17559 裭
+17560 袻
+17561 駇
+17562 馦
+17563 裮
+17564 袽
+17565 駈
+17566 馧
+17567 裯
+17568 袾
+17569 駉
+17570 袿
+17571 裼
+17572 裵
+17573 裀
+17574 駋
+17575 馫
+17576 裶
+17577 裃
+17578 駌
+17579 裷
+17580 裄
+17581 裺
+17582 裇
+17583 駎
+17584 裻
+17585 駏
+17586 馯
+17587 裿
+17588 駑
+17589 褀
+17590 裌
+17591 褁
+17592 裍
+17593 駓
+17594 褃
+17595 駔
+17596 褄
+17597 裐
+17598 駹
+17599 褷
+17600 磑
+17601 ╫
+17602 鱫
+17603 琽
+17604 皁
+17605 祇
+17606 痮
+17607 璷
+17608 穙
+17609 玱
+17610 籵
+17611 秓
+17612 ﹐
+17613 畂
+17614 眔
+17615 乷
+17616 俹
+17617 僶
+17618 刼
+17619 卭
+17620 坥
+17621 塷
+17622 妎
+17623 宱
+17624 巓
+17625 憃
+17626 抩
+17627 搊
+17628 攐
+17629 杘
+17630 榦
+17631 歰
+17632 沷
+17633 漮
+17634 碠
+17635 ∣
+17636 譕
+17637 琌
+17638 癘
+17639 礝
+17640 疧
+17641 璒
+17642 縊
+17643 稯
+17644 玂
+17645 禣
+17646 丱
+17647 侽
+17648 凮
+17649 匫
+17650 哋
+17651 圤
+17652 塐
+17653 奜
+17654 峅
+17655 嶰
+17656 廜
+17657 怬
+17658 扥
+17659 揙
+17660 擮
+17661 昈
+17662 朞
+17663 桹
+17664 橭
+17665 歄
+17666 汷
+17667 淥
+17668 濷
+17669 烵
+17670 骱
+17671 『
+17672 Ш
+17673 ┖
+17674 ⒑
+17675 ：
+17676 伜
+17677 偤
+17678 吅
+17679 喓
+17680 姾
+17681 嫼
+17682 尯
+17683 嵑
+17684 幒
+17685 徍
+17686 懞
+17687 捄
+17688 摵
+17689 柡
+17690 櫤
+17691 毢
+17692 澓
+17693 灪
+17694 篳
+17695 篰
+17696 簙
+17697 簗
+17698 篲
+17699 篬
+17700 篯
+17701 簘
+17702 篅
+17703 篭
+17704 簚
+17705 簛
+17706 簜
+17707 簝
+17708 簣
+17709 簤
+17710 簥
+17711 簨
+17712 簩
+17713 簬
+17714 簭
+17715 簮
+17716 簯
+17717 簰
+17718 簱
+17719 簲
+17720 簳
+17721 簴
+17722 簵
+17723 簶
+17724 簹
+17725 簺
+17726 簻
+17727 簼
+17728 ◇
+17729 侒
+17730 傮
+17731 凅
+17732 勼
+17733 咉
+17734 圀
+17735 夡
+17736 婓
+17737 嬻
+17738 岓
+17739 庴
+17740 忬
+17741 愺
+17742 戵
+17743 掦
+17744 擉
+17745 旙
+17746 曮
+17747 栿
+17748 楏
+17749 橌
+17750 欝
+17751 汅
+17752 涹
+17753 滙
+17754 濗
+17755 烍
+17756 燇
+17757 骭
+17758 蟓
+17759 骩
+17760 骫
+17761 髛
+17762 螫
+17763 髝
+17764 髠
+17765 髢
+17766 髤
+17767 髥
+17768 髧
+17769 髨
+17770 髩
+17771 髬
+17772 髱
+17773 髲
+17774 髳
+17775 髵
+17776 髶
+17777 髸
+17778 髺
+17779 髼
+17780 髽
+17781 髾
+17782 髿
+17783 鬀
+17784 鬂
+17785 鬅
+17786 ㄓ
+17787 τ
+17788 ∮
+17789 ┯
+17790 ⒂
+17791 Ｓ
+17792 佊
+17793 傆
+17794 冇
+17795 呌
+17796 囉
+17797 堄
+17798 娪
+17799 嵱
+17800 幱
+17801 徲
+17802 懹
+17803 撚
+17804 斢
+17805 栍
+17806 椨
+17807 櫽
+17808 氂
+17809 浻
+17810 溣
+17811 澯
+17812 炗
+17813 熡
+17814 觍
+17815 觺
+17816 觃
+17817 覿
+17818 觷
+17819 觹
+17820 觻
+17821 觽
+17822 觾
+17823 觿
+17824 訁
+17825 訃
+17826 訄
+17827 訆
+17828 訉
+17829 訋
+17830 訌
+17831 訍
+17832 訐
+17833 訒
+17834 訔
+17835 訖
+17836 託
+17837 訛
+17838 訜
+17839 ︱
+17840 ◎
+17841 Ⅱ
+17842 ヲ
+17843 侐
+17844 凃
+17845 咈
+17846 嗱
+17847 囼
+17848 婒
+17849 嬺
+17850 庲
+17851 忩
+17852 愹
+17853 掤
+17854 擈
+17855 楎
+17856 欜
+17857 汄
+17858 涷
+17859 濖
+17860 烌
+17861 騸
+17862 騶
+17863 騕
+17864 騗
+17865 騵
+17866 虍
+17867 駺
+17868 騖
+17869 騹
+17870 騺
+17871 騻
+17872 騼
+17873 騿
+17874 驂
+17875 驄
+17876 驆
+17877 驇
+17878 驉
+17879 驌
+17880 驑
+17881 驒
+17882 驓
+17883 驔
+17884 驖
+17885 驘
+17886 ㄒ
+17887 σ
+17888 ∫
+17889 б
+17890 ┮
+17891 ⒁
+17892 Ｒ
+17893 佉
+17894 勔
+17895 囈
+17896 壱
+17897 娨
+17898 嬕
+17899 屢
+17900 嵰
+17901 幰
+17902 徱
+17903 愐
+17904 撘
+17905 斠
+17906 栆
+17907 椧
+17908 樢
+17909 櫼
+17910 氁
+17911 浺
+17912 溡
+17913 澮
+17914 炓
+17915 襚
+17916 襘
+17917 襼
+17918 襹
+17919 襙
+17920 襕
+17921 襗
+17922 襺
+17923 褸
+17924 襽
+17925 襾
+17926 覀
+17927 覂
+17928 覅
+17929 覇
+17930 覈
+17931 覉
+17932 覊
+17933 覌
+17934 覎
+17935 覐
+17936 覑
+17937 覒
+17938 覔
+17939 覕
+17940 覗
+17941 覘
+17942 覙
+17943 覛
+17944 覜
+17945 覝
+17946 覞
+17947 覟
+17948 覠
+17949 ︳
+17950 ◆
+17951 Ⅳ
+17952 ヴ
+17953 侓
+17954 勽
+17955 咊
+17956 嗶
+17957 圁
+17958 堲
+17959 婔
+17960 嬼
+17961 岕
+17962 嶔
+17963 庺
+17964 忯
+17965 愻
+17966 桇
+17967 楐
+17968 橍
+17969 欞
+17970 涺
+17971 鬬
+17972 鬪
+17973 糇
+17974 舭
+17975 鬫
+17976 舡
+17977 鬩
+17978 魗
+17979 魙
+17980 鬇
+17981 簦
+17982 鬨
+17983 舯
+17984 魛
+17985 魜
+17986 魝
+17987 魞
+17988 魠
+17989 魡
+17990 魢
+17991 魣
+17992 魤
+17993 魥
+17994 魦
+17995 魧
+17996 魨
+17997 魩
+17998 魪
+17999 魫
+18000 魬
+18001 魭
+18002 魮
+18003 魰
+18004 魲
+18005 魳
+18006 魴
+18007 魶
+18008 魸
+18009 魹
+18010 魺
+18011 ㄔ
+18012 髟
+18013 υ
+18014 ≡
+18015 г
+18016 ┰
+18017 ⒃
+18018 Ｔ
+18019 佋
+18020 傇
+18021 勗
+18022 呍
+18023 囋
+18024 壴
+18025 娫
+18026 屧
+18027 嵲
+18028 幵
+18029 愒
+18030 栐
+18031 椩
+18032 樤
+18033 櫾
+18034 氃
+18035 浽
+18036 溤
+18037 澰
+18038 熢
+18039 訿
+18040 詜
+18041 訽
+18042 訹
+18043 訞
+18044 詟
+18045 詤
+18046 詥
+18047 詧
+18048 詨
+18049 詪
+18050 詫
+18051 詬
+18052 詯
+18053 詴
+18054 詵
+18055 詶
+18056 詷
+18057 詸
+18058 詺
+18059 詻
+18060 詾
+18061 詿
+18062 ■
+18063 Ⅵ
+18064 ヶ
+18065 傱
+18066 咑
+18067 嗹
+18068 圅
+18069 夦
+18070 嬾
+18071 忲
+18072 愽
+18073 戹
+18074 掱
+18075 旜
+18076 曵
+18077 桍
+18078 橏
+18079 濚
+18080 烐
+18081 鯺
+18082 鰚
+18083 鯹
+18084 鰗
+18085 鰙
+18086 觯
+18087 鯸
+18088 鰛
+18089 鰜
+18090 鰝
+18091 鰞
+18092 鰠
+18093 鰡
+18094 鰢
+18095 鰦
+18096 鰧
+18097 鰨
+18098 鰪
+18099 鰮
+18100 鰯
+18101 鰰
+18102 鰳
+18103 鰴
+18104 鰵
+18105 鰷
+18106 鰹
+18107 鰺
+18108 ㄖ
+18109 χ
+18110 ≈
+18111 ┲
+18112 ⒅
+18113 Ｖ
+18114 佒
+18115 冎
+18116 勚
+18117 呏
+18118 堉
+18119 屩
+18120 嵵
+18121 徶
+18122 捴
+18123 斨
+18124 栔
+18125 椫
+18126 樦
+18127 欀
+18128 浿
+18129 溨
+18130 澲
+18131 炛
+18132 熤
+18133 謃
+18134 謁
+18135 謢
+18136 謤
+18137 謥
+18138 謧
+18139 謩
+18140 謪
+18141 謮
+18142 謯
+18143 謰
+18144 謱
+18145 謵
+18146 謶
+18147 謷
+18148 謸
+18149 謺
+18150 謻
+18151 謼
+18152 謽
+18153 謾
+18154 謿
+18155 譀
+18156 譁
+18157 譂
+18158 譃
+18159 譄
+18160 黪
+18161 ︴
+18162 □
+18163 Ⅴ
+18164 ヵ
+18165 傰
+18166 匁
+18167 咍
+18168 嗸
+18169 圂
+18170 堳
+18171 夣
+18172 嬽
+18173 岝
+18174 嶕
+18175 庻
+18176 愼
+18177 掯
+18178 旛
+18179 桋
+18180 楑
+18181 橎
+18182 欟
+18183 汋
+18184 涻
+18185 滜
+18186 鮚
+18187 酲
+18188 鮺
+18189 鮸
+18190 鮗
+18191 鮙
+18192 鮷
+18193 鮹
+18194 酾
+18195 醵
+18196 魼
+18197 鮘
+18198 鮻
+18199 鮽
+18200 鮿
+18201 鯀
+18202 鯁
+18203 鯃
+18204 鯄
+18205 鯆
+18206 鯈
+18207 鯋
+18208 鯍
+18209 鯎
+18210 鯏
+18211 鯐
+18212 鯑
+18213 鯒
+18214 鯓
+18215 鯕
+18216 鯗
+18217 鯙
+18218 鯚
+18219 ㄕ
+18220 φ
+18221 ≌
+18222 д
+18223 ┱
+18224 ⒄
+18225 Ｕ
+18226 佌
+18227 傉
+18228 冋
+18229 呎
+18230 喺
+18231 囌
+18232 堈
+18233 壵
+18234 娬
+18235 嬚
+18236 屨
+18237 嵳
+18238 幷
+18239 徴
+18240 愓
+18241 懻
+18242 捳
+18243 撜
+18244 斦
+18245 樥
+18246 氄
+18247 浾
+18248 溦
+18249 炚
+18250 熣
+18251 諂
+18252 諀
+18253 誟
+18254 誁
+18255 諃
+18256 諄
+18257 諅
+18258 諆
+18259 諉
+18260 諌
+18261 諍
+18262 諎
+18263 諑
+18264 諓
+18265 諔
+18266 諕
+18267 諗
+18268 諘
+18269 諙
+18270 諛
+18271 諝
+18272 諞
+18273 諟
+18274 諠
+18275 諡
+18276 諢
+18277 ▲
+18278 Ⅷ
+18279 侙
+18280 傴
+18281 凐
+18282 匄
+18283 嗻
+18284 堷
+18285 夬
+18286 婙
+18287 孁
+18288 嶘
+18289 庿
+18290 忴
+18291 慀
+18292 掵
+18293 擑
+18294 桒
+18295 楕
+18296 橒
+18297 欨
+18298 涾
+18299 滧
+18300 濜
+18301 烒
+18302 燌
+18303 鴡
+18304 鴟
+18305 鳾
+18306 鴀
+18307 鴞
+18308 鴠
+18309 鳣
+18310 鴢
+18311 鴤
+18312 鴥
+18313 鴫
+18314 鴬
+18315 鴰
+18316 鴱
+18317 鴴
+18318 鴶
+18319 鴸
+18320 鴹
+18321 鴽
+18322 鴾
+18323 鵀
+18324 鵁
+18325 ㄘ
+18326 ∝
+18327 ж
+18328 ┴
+18329 Ｘ
+18330 佖
+18331 傌
+18332 冐
+18333 勜
+18334 呚
+18335 嗀
+18336 囏
+18337 娯
+18338 嬝
+18339 嵷
+18340 庁
+18341 捸
+18342 撠
+18343 曍
+18344 栘
+18345 権
+18346 欂
+18347 氊
+18348 涁
+18349 澵
+18350 豟
+18351 豝
+18352 貇
+18353 貄
+18354 豞
+18355 丿
+18356 豙
+18357 豜
+18358 貃
+18359 貆
+18360 谸
+18361 丌
+18362 豛
+18363 乇
+18364 貎
+18365 貏
+18366 貑
+18367 貒
+18368 貕
+18369 貗
+18370 貙
+18371 貚
+18372 貛
+18373 貜
+18374 貟
+18375 貣
+18376 貤
+18377 貥
+18378 丶
+18379 篴
+18380 篈
+18381 觓
+18382 覣
+18383 竽
+18384 騛
+18385 褹
+18386 鬭
+18387 鬉
+18388 舄
+18389 鯝
+18390 謅
+18391 諥
+18392 鮝
+18393 魽
+18394 誂
+18395 酹
+18396 鴄
+18397 鳤
+18398 豠
+18399 谹
+18400 劐
+18401 羝
+18402 銎
+18403 劓
+18404 篵
+18405 骲
+18406 驜
+18407 觔
+18408 覤
+18409 騜
+18410 鬮
+18411 鬊
+18412 鯾
+18413 鮞
+18414 誃
+18415 鴅
+18416 谺
+18417 篶
+18418 篊
+18419 骳
+18420 觕
+18421 覥
+18422 騝
+18423 襝
+18424 鬰
+18425 鬋
+18426 訡
+18427 鯿
+18428 鯟
+18429 謈
+18430 鲧
+18431 魿
+18432 誧
+18433 誄
+18434 鴆
+18435 鳦
+18436 谻
+18437 篸
+18438 篋
+18439 骴
+18440 驞
+18441 觗
+18442 鬌
+18443 詃
+18444 鯠
+18445 謉
+18446 鮠
+18447 躔
+18448 豥
+18449 匦
+18450 篹
+18451 篍
+18452 骵
+18453 觘
+18454 騟
+18455 襡
+18456 褽
+18457 鬳
+18458 詄
+18459 絷
+18460 鰁
+18461 鋈
+18462 鮡
+18463 鮁
+18464 誩
+18465 誆
+18466 鴈
+18467 豦
+18468 谽
+18469 厣
+18470 骹
+18471 觙
+18472 騠
+18473 騀
+18474 襢
+18475 褾
+18476 鬴
+18477 鬎
+18478 詅
+18479 訤
+18480 鰂
+18481 鯢
+18482 謋
+18483 諪
+18484 谾
+18485 篻
+18486 篏
+18487 骻
+18488 驡
+18489 觛
+18490 覩
+18491 騡
+18492 襣
+18493 褿
+18494 鬵
+18495 鬐
+18496 鰃
+18497 謌
+18498 諫
+18499 鮣
+18500 鮃
+18501 鴊
+18502 鳪
+18503 篽
+18504 篐
+18505 骽
+18506 觝
+18507 騂
+18508 襤
+18509 襀
+18510 鬶
+18511 鬑
+18512 詇
+18513 訦
+18514 鰄
+18515 謍
+18516 鮤
+18517 鮄
+18518 誋
+18519 豩
+18520 豀
+18521 篿
+18522 篒
+18523 骾
+18524 驣
+18525 觟
+18526 騣
+18527 騃
+18528 襥
+18529 襂
+18530 鬷
+18531 鬒
+18532 詉
+18533 訧
+18534 敉
+18535 纛
+18536 鰅
+18537 鯥
+18538 鐾
+18539 鮅
+18540 蹯
+18541 鴌
+18542 鳬
+18543 豂
+18544 篔
+18545 骿
+18546 騤
+18547 騄
+18548 襧
+18549 襃
+18550 訨
+18551 鰆
+18552 鯦
+18553 謏
+18554 鮆
+18555 誮
+18556 鴍
+18557 鳭
+18558 豭
+18559 豃
+18560 篕
+18561 髃
+18562 驥
+18563 觡
+18564 覭
+18565 騅
+18566 襅
+18567 鬹
+18568 鬕
+18569 詋
+18570 訩
+18571 鰇
+18572 諯
+18573 鮧
+18574 鮇
+18575 誎
+18576 鴎
+18577 鳮
+18578 豮
+18579 豄
+18580 簂
+18581 篖
+18582 驦
+18583 騦
+18584 騆
+18585 襆
+18586 鬺
+18587 鬖
+18588 詌
+18589 謑
+18590 諰
+18591 誏
+18592 鴏
+18593 豯
+18594 簃
+18595 髆
+18596 驧
+18597 觤
+18598 騧
+18599 鬽
+18600 鬗
+18601 詍
+18602 誱
+18603 誐
+18604 鴐
+18605 豰
+18606 簄
+18607 篘
+18608 髇
+18609 觧
+18610 覰
+18611 篑
+18612 笱
+18613 騨
+18614 騈
+18615 襫
+18616 襈
+18617 鬾
+18618 詎
+18619 訬
+18620 鰊
+18621 謓
+18622 諲
+18623 鮊
+18624 誑
+18625 鴑
+18626 鳱
+18627 豱
+18628 篛
+18629 驩
+18630 篚
+18631 騩
+18632 騉
+18633 襬
+18634 鬿
+18635 鬙
+18636 詏
+18637 艉
+18638 鰋
+18639 鯫
+18640 謔
+18641 諳
+18642 誳
+18643 誒
+18644 鹾
+18645 躜
+18646 鳲
+18647 豲
+18648 刂
+18649 簆
+18650 篜
+18651 觩
+18652 騪
+18653 騊
+18654 襭
+18655 魀
+18656 訮
+18657 鰌
+18658 鯬
+18659 謕
+18660 諴
+18661 鮌
+18662 誴
+18663 誔
+18664 鴓
+18665 豍
+18666 簈
+18667 篞
+18668 髊
+18669 觪
+18670 騋
+18671 襮
+18672 襋
+18673 鬛
+18674 詑
+18675 訯
+18676 鯭
+18677 諵
+18678 誵
+18679 豵
+18680 簉
+18681 篟
+18682 髍
+18683 驲
+18684 觬
+18685 覴
+18686 騬
+18687 襌
+18688 魊
+18689 詒
+18690 訰
+18691 鯮
+18692 諶
+18693 鮎
+18694 誶
+18695 誖
+18696 鳵
+18697 豶
+18698 簊
+18699 篠
+18700 觭
+18701 覵
+18702 騭
+18703 騍
+18704 襰
+18705 襍
+18706 詓
+18707 鰏
+18708 鮯
+18709 鮏
+18710 誷
+18711 豷
+18712 簍
+18713 篢
+18714 觮
+18715 襎
+18716 魌
+18717 誸
+18718 豻
+18719 簎
+18720 髐
+18721 骍
+18722 覷
+18723 簏
+18724 鬠
+18725 糈
+18726 鯱
+18727 諹
+18728 鮱
+18729 踣
+18730 鴘
+18731 鳸
+18732 豼
+18733 豒
+18734 刳
+18735 簐
+18736 骎
+18737 騐
+18738 襳
+18739 襐
+18740 魐
+18741 鬡
+18742 詖
+18743 鰒
+18744 鮲
+18745 誚
+18746 鴙
+18747 豽
+18748 豓
+18749 簑
+18750 篧
+18751 骔
+18752 觲
+18753 覹
+18754 騱
+18755 騑
+18756 襴
+18757 襑
+18758 魒
+18759 鰓
+18760 謜
+18761 鮳
+18762 鮓
+18763 鴚
+18764 鳺
+18765 豾
+18766 簒
+18767 篨
+18768 騲
+18769 騒
+18770 襵
+18771 襒
+18772 魓
+18773 鬤
+18774 詘
+18775 鰔
+18776 鯴
+18777 鮴
+18778 鮔
+18779 誜
+18780 鳻
+18781 豿
+18782 骙
+18783 觵
+18784 覻
+18785 簖
+18786 魕
+18787 訷
+18788 鰕
+18789 鯵
+18790 諽
+18791 鮕
+18792 誽
+18793 鴜
+18794 鳼
+18795 貀
+18796 豗
+18797 簔
+18798 篫
+18799 髗
+18800 觶
+18801 覼
+18802 騔
+18803 魖
+18804 鬦
+18805 訸
+18806 謟
+18807 鮶
+18808 鮖
+18809 誾
+18810 貁
+18811 豘
+18812 酤
+18813 鳋
+18814 觜
+18815 籂
+18816 覡
+18817 魻
+18818 誀
+18819 譅
+18820 鵂
+18821 貭
+18822 磒
+18823 ╬
+18824 譸
+18825 琾
+18826 皃
+18827 祊
+18828 痯
+18829 璸
+18830 穚
+18831 竝
+18832 玴
+18833 籶
+18834 秔
+18835 ﹑
+18836 畃
+18837 眕
+18838 俻
+18839 僷
+18840 刾
+18841 唒
+18842 噋
+18843 坧
+18844 塸
+18845 妏
+18846 媝
+18847 宲
+18848 峱
+18849 弍
+18850 恜
+18851 憄
+18852 抪
+18853 昿
+18854 杙
+18855 檖
+18856 歱
+18857 漰
+18858 瀙
+18859 焢
+18860 碢
+18861 ≒
+18862 鱌
+18863 譖
+18864 癙
+18865 礟
+18866 疨
+18867 璓
+18868 縋
+18869 稰
+18870 窹
+18871 玃
+18872 籔
+18873 禤
+18874 ㏄
+18875 丳
+18876 侾
+18877 働
+18878 匬
+18879 哖
+18880 嘝
+18881 圥
+18882 塒
+18883 奝
+18884 婸
+18885 孭
+18886 峆
+18887 嶱
+18888 怭
+18889 慞
+18890 扨
+18891 擯
+18892 朠
+18893 桺
+18894 楶
+18895 歅
+18896 汸
+18897 淧
+18898 漃
+18899 濸
+18900 烶
+18901 磓
+18902 譹
+18903 皅
+18904 祋
+18905 痲
+18906 璹
+18907 縬
+18908 穛
+18909 竡
+18910 玵
+18911 籷
+18912 秖
+18913 ﹒
+18914 畄
+18915 眖
+18916 乹
+18917 俼
+18918 僸
+18919 剄
+18920 卶
+18921 唓
+18922 噏
+18923 坬
+18924 塹
+18925 妐
+18926 宷
+18927 峲
+18928 巕
+18929 恞
+18930 憅
+18931 抭
+18932 搎
+18933 攓
+18934 晀
+18935 杚
+18936 榪
+18937 檘
+18938 泀
+18939 渜
+18940 瀜
+18941 焣
+18942 碤
+18943 ≦
+18944 鱍
+18945 癚
+18946 礠
+18947 疩
+18948 璔
+18949 縌
+18950 玅
+18951 籕
+18952 ㏎
+18953 盦
+18954 丵
+18955 俀
+18956 僎
+18957 凲
+18958 匭
+18959 哘
+18960 嘠
+18961 圦
+18962 塓
+18963 奞
+18964 婹
+18965 孮
+18966 峇
+18967 嶲
+18968 廞
+18969 怮
+18970 扱
+18971 擰
+18972 昋
+18973 朡
+18974 桻
+18975 楺
+18976 歈
+18977 漄
+18978 濹
+18979 烸
+18980 磖
+18981 ╮
+18982 鱮
+18983 譺
+18984 皉
+18985 祌
+18986 璻
+18987 縭
+18988 穜
+18989 竢
+18990 玶
+18991 籸
+18992 秗
+18993 ﹔
+18994 畆
+18995 眗
+18996 乺
+18997 俽
+18998 剅
+18999 卹
+19000 唕
+19001 坮
+19002 塺
+19003 妑
+19004 媟
+19005 宺
+19006 弐
+19007 恟
+19008 憆
+19009 抮
+19010 搑
+19011 杛
+19012 梤
+19013 榬
+19014 檙
+19015 渞
+19016 漴
+19017 焤
+19018 碦
+19019 ≧
+19020 鱎
+19021 琑
+19022 癛
+19023 礡
+19024 疪
+19025 稲
+19026 窻
+19027 玆
+19028 籖
+19029 ㏑
+19030 俁
+19031 僐
+19032 凴
+19033 哛
+19034 嘡
+19035 圧
+19036 塕
+19037 奟
+19038 婻
+19039 峈
+19040 嶳
+19041 怰
+19042 慠
+19043 扲
+19044 揜
+19045 昍
+19046 朢
+19047 桼
+19048 楻
+19049 歊
+19050 汻
+19051 漅
+19052 磗
+19053 鱯
+19054 瑂
+19055 皊
+19056 痵
+19057 穝
+19058 竤
+19059 玸
+19060 籹
+19061 秙
+19062 ﹕
+19063 畇
+19064 乻
+19065 俿
+19066 僺
+19067 剆
+19068 唖
+19069 噑
+19070 坰
+19071 塻
+19072 妔
+19073 媠
+19074 宻
+19075 巗
+19076 恠
+19077 憇
+19078 抯
+19079 搒
+19080 攕
+19081 晄
+19082 杝
+19083 梥
+19084 檚
+19085 歴
+19086 焥
+19087 碨
+19088 ⊿
+19089 鱏
+19090 琒
+19091 癝
+19092 璖
+19093 縎
+19094 稴
+19095 窼
+19096 玈
+19097 籗
+19098 ㏒
+19099 盨
+19100 凷
+19101 匰
+19102 哠
+19103 圫
+19104 塖
+19105 孲
+19106 峉
+19107 嶴
+19108 怱
+19109 慡
+19110 扴
+19111 揝
+19112 朣
+19113 桽
+19114 橲
+19115 歋
+19116 汼
+19117 烻
+19118 ㄟ
+19119 ∵
+19120 ⑦
+19121 ＿
+19122 佭
+19123 傔
+19124 冞
+19125 勥
+19126 呥
+19127 嗊
+19128 囘
+19129 堖
+19130 夁
+19131 娺
+19132 屵
+19133 嵾
+19134 庍
+19135 愡
+19136 戇
+19137 撨
+19138 斶
+19139 曔
+19140 栠
+19141 椷
+19142 樳
+19143 欉
+19144 氝
+19145 涍
+19146 溸
+19147 澾
+19148 炦
+19149 熯
+19150 擗
+19151 攥
+19152 遾
+19153 擐
+19154 擤
+19155 邆
+19156 邇
+19157 邉
+19158 邌
+19159 邍
+19160 邎
+19161 邐
+19162 邒
+19163 邔
+19164 邖
+19165 邘
+19166 邚
+19167 邜
+19168 邞
+19169 邟
+19170 邠
+19171 邤
+19172 邥
+19173 邧
+19174 邫
+19175 邭
+19176 邲
+19177 邷
+19178 邼
+19179 邽
+19180 邿
+19181 遖
+19182 逜
+19183 哜
+19184 吣
+19185 遚
+19186 逤
+19187 逥
+19188 遝
+19189 逧
+19190 遟
+19191 逩
+19192 逪
+19193 遡
+19194 逫
+19195 遤
+19196 逬
+19197 遦
+19198 逰
+19199 遧
+19200 遪
+19201 逳
+19202 遫
+19203 逴
+19204 唪
+19205 咴
+19206 啧
+19207 遬
+19208 逷
+19209 遯
+19210 逹
+19211 遰
+19212 逺
+19213 遱
+19214 逽
+19215 逿
+19216 遳
+19217 遀
+19218 遶
+19219 遆
+19220 遈
+19221 啐
+19222 郀
+19223 磘
+19224 譼
+19225 瑃
+19226 皌
+19227 縯
+19228 穞
+19229 竧
+19230 秚
+19231 ﹖
+19232 畉
+19233 乼
+19234 倀
+19235 僼
+19236 卼
+19237 唗
+19238 噒
+19239 坱
+19240 塼
+19241 妕
+19242 媡
+19243 宼
+19244 峵
+19245 巘
+19246 弔
+19247 恡
+19248 憈
+19249 抰
+19250 搕
+19251 攖
+19252 晅
+19253 杢
+19254 梩
+19255 榯
+19256 檛
+19257 泃
+19258 渢
+19259 焧
+19260 ═
+19261 鱐
+19262 琓
+19263 癟
+19264 礣
+19265 疶
+19266 璗
+19267 縏
+19268 稵
+19269 窽
+19270 玊
+19271 ㏕
+19272 乀
+19273 僒
+19274 凾
+19275 圱
+19276 奣
+19277 婽
+19278 孴
+19279 峊
+19280 嶵
+19281 廡
+19282 怲
+19283 扵
+19284 揟
+19285 朤
+19286 楾
+19287 橳
+19288 歍
+19289 汿
+19290 淭
+19291 濼
+19292 烼
+19293 ╱
+19294 皍
+19295 祏
+19296 痷
+19297 璾
+19298 縰
+19299 穟
+19300 竨
+19301 玼
+19302 籾
+19303 秛
+19304 ﹗
+19305 眜
+19306 乽
+19307 倁
+19308 剈
+19309 卽
+19310 唘
+19311 媢
+19312 寀
+19313 巙
+19314 弖
+19315 憉
+19316 抲
+19317 攗
+19318 晆
+19319 杣
+19320 梪
+19321 榰
+19322 泆
+19323 瀠
+19324 碪
+19325 ║
+19326 鱑
+19327 譛
+19328 琔
+19329 癠
+19330 礥
+19331 疷
+19332 縐
+19333 稶
+19334 窾
+19335 玌
+19336 籙
+19337 ︰
+19338 甎
+19339 乁
+19340 俇
+19341 刄
+19342 匲
+19343 哢
+19344 嘦
+19345 圲
+19346 塙
+19347 婾
+19348 峌
+19349 怳
+19350 慤
+19351 扷
+19352 揢
+19353 昒
+19354 楿
+19355 橴
+19356 沀
+19357 淯
+19358 漊
+19359 濽
+19360 烾
+19361 →
+19362 侜
+19363 傶
+19364 凓
+19365 匉
+19366 咜
+19367 嗿
+19368 堹
+19369 婜
+19370 岤
+19371 嶛
+19372 忷
+19373 慂
+19374 扂
+19375 旡
+19376 曻
+19377 桗
+19378 楘
+19379 橔
+19380 欪
+19381 汑
+19382 淂
+19383 滫
+19384 鷃
+19385 鷁
+19386 鷡
+19387 鷀
+19388 鶣
+19389 鶿
+19390 鷢
+19391 鷤
+19392 鷧
+19393 鷩
+19394 鷪
+19395 鷫
+19396 鷬
+19397 鷭
+19398 鷰
+19399 鷳
+19400 鷴
+19401 鷵
+19402 鷷
+19403 鷽
+19404 鷾
+19405 鸀
+19406 鸁
+19407 ㄚ
+19408 ≮
+19409 ②
+19410 Ｚ
+19411 傏
+19412 冓
+19413 呞
+19414 堏
+19415 壼
+19416 娳
+19417 嬟
+19418 屭
+19419 徻
+19420 愙
+19421 戁
+19422 捼
+19423 撢
+19424 斱
+19425 曏
+19426 栚
+19427 椱
+19428 涄
+19429 溭
+19430 澸
+19431 炡
+19432 赻
+19433 赹
+19434 赱
+19435 赸
+19436 趠
+19437 贎
+19438 讠
+19439 赲
+19440 趢
+19441 趤
+19442 趦
+19443 趧
+19444 趩
+19445 趪
+19446 趫
+19447 趬
+19448 趭
+19449 趮
+19450 趯
+19451 趰
+19452 趲
+19453 趶
+19454 趷
+19455 趹
+19456 趻
+19457 趽
+19458 跀
+19459 跁
+19460 跇
+19461 跈
+19462 跉
+19463 跍
+19464 跒
+19465 跓
+19466 ※
+19467 Ⅸ
+19468 侚
+19469 凒
+19470 匇
+19471 嗼
+19472 堸
+19473 夰
+19474 婛
+19475 孂
+19476 嶚
+19477 廀
+19478 忶
+19479 慁
+19480 戼
+19481 擓
+19482 旟
+19483 曺
+19484 桖
+19485 楖
+19486 橓
+19487 欩
+19488 汏
+19489 淁
+19490 濝
+19491 烓
+19492 燍
+19493 鵿
+19494 鵞
+19495 鵾
+19496 鶀
+19497 鵃
+19498 鶂
+19499 鶄
+19500 鶅
+19501 鶆
+19502 鶇
+19503 鶊
+19504 鶋
+19505 鶏
+19506 鶑
+19507 鶓
+19508 鶔
+19509 鶕
+19510 鶖
+19511 鶙
+19512 鶚
+19513 鶜
+19514 鶞
+19515 鶠
+19516 鶡
+19517 ㄙ
+19518 ≠
+19519 з
+19520 ┵
+19521 Ｙ
+19522 傎
+19523 冑
+19524 呝
+19525 嗁
+19526 囐
+19527 堎
+19528 壻
+19529 娰
+19530 嵸
+19531 庂
+19532 徺
+19533 愘
+19534 捹
+19535 撡
+19536 斮
+19537 栙
+19538 椯
+19539 樫
+19540 欃
+19541 涃
+19542 澷
+19543 炠
+19544 熧
+19545 賎
+19546 侔
+19547 賍
+19548 賋
+19549 賩
+19550 賫
+19551 貮
+19552 賮
+19553 賯
+19554 賰
+19555 賱
+19556 賲
+19557 賳
+19558 賵
+19559 賶
+19560 賷
+19561 賸
+19562 賹
+19563 賻
+19564 賾
+19565 賿
+19566 贁
+19567 贋
+19568 ←
+19569 Ⅺ
+19570 ｛
+19571 侞
+19572 匊
+19573 咞
+19574 嘂
+19575 圎
+19576 夳
+19577 婝
+19578 孄
+19579 岥
+19580 嶜
+19581 忹
+19582 扄
+19583 掻
+19584 擕
+19585 旣
+19586 桘
+19587 楙
+19588 橕
+19589 欫
+19590 汒
+19591 淃
+19592 濢
+19593 烕
+19594 鸴
+19595 鸧
+19596 鸃
+19597 麁
+19598 麃
+19599 麄
+19600 麅
+19601 麆
+19602 麉
+19603 麊
+19604 麌
+19605 麍
+19606 麎
+19607 麏
+19608 麐
+19609 麑
+19610 麔
+19611 麕
+19612 麖
+19613 麘
+19614 麙
+19615 麚
+19616 麛
+19617 麜
+19618 麞
+19619 麠
+19620 麡
+19621 麢
+19622 麣
+19623 麤
+19624 麧
+19625 麨
+19626 ㄛ
+19627 ≯
+19628 й
+19629 ┷
+19630 ③
+19631 ［
+19632 佦
+19633 傐
+19634 冔
+19635 勠
+19636 呟
+19637 嗃
+19638 囒
+19639 堐
+19640 嬠
+19641 屰
+19642 嵺
+19643 庅
+19644 徾
+19645 戂
+19646 捽
+19647 斲
+19648 曐
+19649 栛
+19650 椲
+19651 樭
+19652 欅
+19653 氎
+19654 涆
+19655 溮
+19656 澺
+19657 熪
+19658 踾
+19659 踻
+19660 郐
+19661 踎
+19662 踇
+19663 踋
+19664 踼
+19665 跕
+19666 踈
+19667 踿
+19668 蹃
+19669 蹅
+19670 蹆
+19671 蹌
+19672 蹍
+19673 蹎
+19674 蹏
+19675 蹔
+19676 蹕
+19677 蹖
+19678 蹗
+19679 蹘
+19680 蹚
+19681 蹛
+19682 蹜
+19683 蹝
+19684 蹞
+19685 蹡
+19686 蹢
+19687 蹧
+19688 蹨
+19689 蹫
+19690 ↑
+19691 Ⅻ
+19692 ｜
+19693 侟
+19694 傸
+19695 凕
+19696 匋
+19697 咟
+19698 堻
+19699 夵
+19700 岦
+19701 嶞
+19702 廃
+19703 忺
+19704 扅
+19705 掽
+19706 擖
+19707 旤
+19708 朁
+19709 桙
+19710 楛
+19711 橖
+19712 汓
+19713 淈
+19714 滭
+19715 濣
+19716 烖
+19717 燑
+19718 鼅
+19719 鼃
+19720 黖
+19721 黓
+19722 鼂
+19723 鼄
+19724 麫
+19725 鼆
+19726 鼇
+19727 鼈
+19728 鼉
+19729 鼊
+19730 鼌
+19731 鼏
+19732 鼑
+19733 鼒
+19734 鼔
+19735 鼕
+19736 鼖
+19737 鼘
+19738 鼚
+19739 鼛
+19740 鼜
+19741 鼝
+19742 鼟
+19743 鼡
+19744 鼣
+19745 鼥
+19746 鼦
+19747 鼧
+19748 鼪
+19749 鼫
+19750 鼮
+19751 ㄜ
+19752 ≤
+19753 к
+19754 ┸
+19755 ④
+19756 ＼
+19757 佨
+19758 呠
+19759 囓
+19760 堒
+19761 娷
+19762 庈
+19763 徿
+19764 戃
+19765 捾
+19766 斳
+19767 曑
+19768 椳
+19769 樮
+19770 欆
+19771 氒
+19772 溰
+19773 澻
+19774 熫
+19775 躟
+19776 躝
+19777 堋
+19778 躿
+19779 堙
+19780 墚
+19781 堍
+19782 埽
+19783 躙
+19784 軃
+19785 軄
+19786 軆
+19787 軉
+19788 軐
+19789 軓
+19790 軔
+19791 軕
+19792 軗
+19793 軘
+19794 軚
+19795 軞
+19796 軡
+19797 軣
+19798 鶤
+19799 赼
+19800 卩
+19801 阝
+19802 阢
+19803 鵄
+19804 賏
+19805 汆
+19806 馘
+19807 鸻
+19808 踑
+19809 跘
+19810 坫
+19811 躠
+19812 蹵
+19813 塥
+19814 芰
+19815 苊
+19816 冁
+19817 鶥
+19818 赽
+19819 贐
+19820 鵥
+19821 鵅
+19822 鸼
+19823 鸅
+19824 踒
+19825 跙
+19826 黚
+19827 麭
+19828 躡
+19829 蹷
+19830 鷆
+19831 赾
+19832 贑
+19833 谇
+19834 鵆
+19835 賑
+19836 鸆
+19837 踓
+19838 跜
+19839 麮
+19840 蹸
+19841 鶧
+19842 赿
+19843 陴
+19844 鵧
+19845 貲
+19846 踕
+19847 垧
+19848 黡
+19849 麯
+19850 躣
+19851 鶨
+19852 趀
+19853 贓
+19854 鵨
+19855 鵈
+19856 勹
+19857 鹐
+19858 鸈
+19859 坶
+19860 凵
+19861 廴
+19862 黣
+19863 麰
+19864 躤
+19865 蹺
+19866 鶩
+19867 趂
+19868 贔
+19869 鵩
+19870 鵉
+19871 賔
+19872 鹒
+19873 鸉
+19874 踗
+19875 跢
+19876 黤
+19877 躥
+19878 蹻
+19879 鶪
+19880 趃
+19881 鵊
+19882 賕
+19883 貵
+19884 鹓
+19885 踘
+19886 黦
+19887 躦
+19888 蹽
+19889 鷋
+19890 鶫
+19891 趆
+19892 鵋
+19893 賖
+19894 跦
+19895 麳
+19896 躧
+19897 蹾
+19898 鷌
+19899 鶬
+19900 趇
+19901 贗
+19902 賗
+19903 亠
+19904 鹖
+19905 鸌
+19906 跧
+19907 垲
+19908 黫
+19909 躨
+19910 鷍
+19911 鶭
+19912 趈
+19913 贘
+19914 鵭
+19915 賘
+19916 鹙
+19917 鸍
+19918 踛
+19919 跩
+19920 黬
+19921 麶
+19922 躩
+19923 躂
+19924 鷎
+19925 鶮
+19926 趉
+19927 鵎
+19928 賙
+19929 貹
+19930 鹝
+19931 鸎
+19932 踜
+19933 跭
+19934 黭
+19935 麷
+19936 躃
+19937 鷏
+19938 趌
+19939 鵯
+19940 鵏
+19941 貺
+19942 鹟
+19943 踠
+19944 跮
+19945 黮
+19946 麹
+19947 躭
+19948 躄
+19949 鷐
+19950 趍
+19951 鵐
+19952 賛
+19953 鸐
+19954 踡
+19955 跰
+19956 黰
+19957 麺
+19958 鶱
+19959 趎
+19960 贜
+19961 踤
+19962 跱
+19963 黱
+19964 麼
+19965 躰
+19966 趏
+19967 鵒
+19968 賝
+19969 裒
+19970 僦
+19971 鹢
+19972 鸒
+19973 踥
+19974 跲
+19975 墼
+19976 黲
+19977 麿
+19978 躱
+19979 鶳
+19980 鵓
+19981 鹥
+19982 鸓
+19983 踦
+19984 跴
+19985 黳
+19986 黀
+19987 鷔
+19988 趒
+19989 赒
+19990 鵴
+19991 鵔
+19992 賟
+19993 鸔
+19994 黁
+19995 躋
+19996 鷕
+19997 鶵
+19998 趓
+19999 赗
+20000 鵕
+20001 鸕
+20002 踨
+20003 黵
+20004 黂
+20005 躌
+20006 鷖
+20007 鵶
+20008 鵖
+20009 鹲
+20010 鸖
+20011 黶
+20012 躶
+20013 趖
+20014 赥
+20015 鵷
+20016 鸗
+20017 踭
+20018 跿
+20019 黷
+20020 黅
+20021 躷
+20022 躎
+20023 鷘
+20024 鶸
+20025 趗
+20026 赨
+20027 谫
+20028 鵸
+20029 鵘
+20030 氽
+20031 冱
+20032 鸘
+20033 踰
+20034 踀
+20035 埯
+20036 黸
+20037 黆
+20038 躸
+20039 躑
+20040 茳
+20041 鷙
+20042 鶹
+20043 趘
+20044 赩
+20045 鵹
+20046 鵙
+20047 鸙
+20048 踲
+20049 黺
+20050 黇
+20051 躹
+20052 躒
+20053 鷚
+20054 鵺
+20055 鵚
+20056 賥
+20057 賅
+20058 鹷
+20059 踳
+20060 黽
+20061 躻
+20062 躓
+20063 鷛
+20064 趚
+20065 赬
+20066 鵻
+20067 鹸
+20068 踃
+20069 黊
+20070 躼
+20071 鷜
+20072 鶼
+20073 趛
+20074 赮
+20075 鵜
+20076 賧
+20077 鸜
+20078 踶
+20079 踄
+20080 鼀
+20081 黋
+20082 躖
+20083 鷝
+20084 鶽
+20085 趜
+20086 赯
+20087 鵽
+20088 賨
+20089 鹺
+20090 踷
+20091 踆
+20092 鼁
+20093 黌
+20094 躾
+20095 跔
+20096 鶢
+20097 麪
+20098 蹱
+20099 軤
+20100 ╲
+20101 譾
+20102 皏
+20103 祐
+20104 痸
+20105 穠
+20106 玽
+20107 籿
+20108 秜
+20109 ﹙
+20110 畍
+20111 眝
+20112 乿
+20113 倂
+20114 僾
+20115 剉
+20116 卾
+20117 唙
+20118 噕
+20119 坴
+20120 塿
+20121 妚
+20122 媣
+20123 寁
+20124 峷
+20125 巚
+20126 弙
+20127 恦
+20128 抳
+20129 攙
+20130 晇
+20131 杤
+20132 梫
+20133 榲
+20134 檝
+20135 渧
+20136 漹
+20137 瀡
+20138 焩
+20139 碫
+20140 ╒
+20141 琕
+20142 疺
+20143 縑
+20144 稸
+20145 籚
+20146 禫
+20147 ￢
+20148 甐
+20149 盫
+20150 俈
+20151 僔
+20152 刅
+20153 匳
+20154 哣
+20155 嘨
+20156 圴
+20157 奦
+20158 媀
+20159 峍
+20160 怴
+20161 慥
+20162 扸
+20163 揤
+20164 擵
+20165 昖
+20166 梀
+20167 橵
+20168 歏
+20169 淰
+20170 漋
+20171 磜
+20172 ╳
+20173 鱳
+20174 譿
+20175 瑆
+20176 祑
+20177 瓀
+20178 縲
+20179 穡
+20180 粀
+20181 秝
+20182 ﹚
+20183 畐
+20184 倃
+20185 僿
+20186 厀
+20187 唚
+20188 噖
+20189 墂
+20190 妛
+20191 媤
+20192 寃
+20193 峸
+20194 巜
+20195 弚
+20196 恮
+20197 抴
+20198 搘
+20199 晈
+20200 梬
+20201 榳
+20202 渨
+20203 漺
+20204 焪
+20205 碬
+20206 ╓
+20207 譝
+20208 琖
+20209 礧
+20210 疻
+20211 璚
+20212 稺
+20213 竁
+20214 籛
+20215 禬
+20216 ￤
+20217 甒
+20218 盬
+20219 乄
+20220 俉
+20221 刉
+20222 匴
+20223 哤
+20224 圵
+20225 塛
+20226 峎
+20227 廤
+20228 怶
+20229 慦
+20230 扺
+20231 揥
+20232 昗
+20233 朩
+20234 梂
+20235 橶
+20236 漌
+20237 濿
+20238 焀
+20239 磝
+20240 ▁
+20241 鱴
+20242 瑇
+20243 皒
+20244 祒
+20245 痻
+20246 瓁
+20247 縳
+20248 竫
+20249 粁
+20250 秞
+20251 ﹛
+20252 眡
+20253 倄
+20254 厁
+20255 唜
+20256 噚
+20257 坸
+20258 墄
+20259 妜
+20260 媥
+20261 寈
+20262 峹
+20263 巟
+20264 弜
+20265 恱
+20266 憍
+20267 抶
+20268 搙
+20269 攛
+20270 杧
+20271 梮
+20272 榵
+20273 檟
+20274 歺
+20275 泋
+20276 渪
+20277 漻
+20278 瀤
+20279 焫
+20280 ╔
+20281 琗
+20282 礨
+20283 璛
+20284 縓
+20285 稾
+20286 竂
+20287 玐
+20288 禭
+20289 甔
+20290 盭
+20291 乆
+20292 俋
+20293 僗
+20294 刋
+20295 匵
+20296 哫
+20297 嘪
+20298 圶
+20299 塜
+20300 奨
+20301 媂
+20302 孹
+20303 峏
+20304 廥
+20305 怷
+20306 扻
+20307 昘
+20308 梄
+20309 橷
+20310 歑
+20311 沊
+20312 淴
+20313 漍
+20314 瀀
+20315 焁
+20316 磞
+20317 ▂
+20318 讁
+20319 皔
+20320 祔
+20321 痽
+20322 瓂
+20323 穣
+20324 珁
+20325 粂
+20326 秠
+20327 ﹜
+20328 畒
+20329 眣
+20330 倅
+20331 剏
+20332 厃
+20333 唝
+20334 噛
+20335 坹
+20336 墆
+20337 媦
+20338 寉
+20339 峺
+20340 巠
+20341 弝
+20342 恲
+20343 抷
+20344 搚
+20345 晊
+20346 杫
+20347 梱
+20348 榶
+20349 檡
+20350 歽
+20351 泍
+20352 瀥
+20353 焬
+20354 碮
+20355 ╕
+20356 譟
+20357 琘
+20358 礩
+20359 痀
+20360 璝
+20361 縔
+20362 竃
+20363 籝
+20364 ℡
+20365 盰
+20366 乊
+20367 俌
+20368 僘
+20369 刌
+20370 匶
+20371 哬
+20372 嘫
+20373 圷
+20374 奩
+20375 媃
+20376 孻
+20377 峐
+20378 嶻
+20379 廦
+20380 怸
+20381 慪
+20382 扽
+20383 揧
+20384 擸
+20385 昚
+20386 朰
+20387 梇
+20388 橸
+20389 沋
+20390 漎
+20391 瀁
+20392 焂
+20393 ↓
+20394 ｝
+20395 傹
+20396 匌
+20397 咠
+20398 嘄
+20399 堼
+20400 夶
+20401 婟
+20402 孆
+20403 嶟
+20404 廄
+20405 忼
+20406 慅
+20407 扆
+20408 掿
+20409 擙
+20410 旪
+20411 朂
+20412 桚
+20413 楜
+20414 橗
+20415 欭
+20416 滮
+20417 烗
+20418 齕
+20419 齗
+20420 齵
+20421 鼲
+20422 齖
+20423 齹
+20424 齺
+20425 齻
+20426 齼
+20427 齽
+20428 齾
+20429 龂
+20430 龎
+20431 龏
+20432 龒
+20433 龓
+20434 龖
+20435 龗
+20436 龝
+20437 龞
+20438 龡
+20439 郎
+20440 凉
+20441 裏
+20442 ㄝ
+20443 鬏
+20444 ≥
+20445 л
+20446 ぽ
+20447 ⑤
+20448 ］
+20449 佪
+20450 呡
+20451 娸
+20452 屳
+20453 嵼
+20454 庉
+20455 忀
+20456 愝
+20457 戄
+20458 捿
+20459 撦
+20460 斴
+20461 曒
+20462 椵
+20463 樰
+20464 欇
+20465 涊
+20466 溳
+20467 熭
+20468 輅
+20469 莰
+20470 輣
+20471 輀
+20472 輂
+20473 輠
+20474 輢
+20475 荮
+20476 軥
+20477 輁
+20478 輥
+20479 輦
+20480 輧
+20481 輫
+20482 輬
+20483 輭
+20484 輮
+20485 輲
+20486 輳
+20487 輴
+20488 輵
+20489 輶
+20490 輹
+20491 輽
+20492 轀
+20493 轃
+20494 菥
+20495 莶
+20496 齛
+20497 鼳
+20498 齜
+20499 齝
+20500 鼵
+20501 輈
+20502 軨
+20503 鼶
+20504 軩
+20505 齟
+20506 鼸
+20507 輊
+20508 萆
+20509 鼺
+20510 輌
+20511 軬
+20512 齢
+20513 齣
+20514 輎
+20515 軮
+20516 齤
+20517 齁
+20518 輏
+20519 齥
+20520 齂
+20521 輐
+20522 軰
+20523 齃
+20524 輑
+20525 軱
+20526 齧
+20527 齅
+20528 輒
+20529 軲
+20530 齨
+20531 齆
+20532 軳
+20533 齇
+20534 軴
+20535 蔌
+20536 齈
+20537 齫
+20538 齉
+20539 輖
+20540 齬
+20541 軷
+20542 輘
+20543 齮
+20544 齌
+20545 輙
+20546 軹
+20547 齯
+20548 齍
+20549 輚
+20550 軺
+20551 葙
+20552 蓰
+20553 蒇
+20554 蒈
+20555 齰
+20556 齎
+20557 齱
+20558 齏
+20559 蔟
+20560 齴
+20561 軿
+20562 蒉
+20563 隣
+20564 磟
+20565 ▃
+20566 瑉
+20567 皕
+20568 痾
+20569 穤
+20570 竮
+20571 珃
+20572 粃
+20573 秡
+20574 ﹝
+20575 眤
+20576 亃
+20577 剒
+20578 厇
+20579 噝
+20580 坺
+20581 墇
+20582 寊
+20583 峼
+20584 弞
+20585 恴
+20586 抸
+20587 搝
+20588 晍
+20589 杬
+20590 梲
+20591 歾
+20592 泎
+20593 渮
+20594 漽
+20595 焭
+20596 碯
+20597 ╖
+20598 譠
+20599 琙
+20600 癦
+20601 痁
+20602 縕
+20603 竄
+20604 籞
+20605 ㈱
+20606 甖
+20607 盳
+20608 乑
+20609 僙
+20610 刏
+20611 哯
+20612 圸
+20613 塟
+20614 孼
+20615 峑
+20616 廧
+20617 慫
+20618 抁
+20619 揨
+20620 昛
+20621 朲
+20622 梈
+20623 橺
+20624 歓
+20625 沍
+20626 瀂
+20627 焃
+20628 齄
+20629 〓
+20630 ￣
+20631 侢
+20632 傼
+20633 凗
+20634 咡
+20635 嘅
+20636 圑
+20637 夻
+20638 孇
+20639 岨
+20640 廅
+20641 怇
+20642 扊
+20643 揀
+20644 旫
+20645 桛
+20646 楟
+20647 欮
+20648 淊
+20649 烚
+20650 燓
+20651 ㄞ
+20652 ∞
+20653 ⑥
+20654 ＾
+20655 佫
+20656 傓
+20657 冝
+20658 呣
+20659 嗈
+20660 囖
+20661 夀
+20662 娹
+20663 嬣
+20664 屴
+20665 嵽
+20666 庌
+20667 忁
+20668 愞
+20669 戅
+20670 撧
+20671 斵
+20672 曓
+20673 椶
+20674 樲
+20675 欈
+20676 氜
+20677 涋
+20678 溵
+20679 澽
+20680 炥
+20681 熮
+20682 轥
+20683 轣
+20684 迆
+20685 轤
+20686 瞢
+20687 轢
+20688 迃
+20689 迉
+20690 迊
+20691 迋
+20692 迌
+20693 迒
+20694 迗
+20695 迚
+20696 迠
+20697 迡
+20698 迣
+20699 迧
+20700 迬
+20701 迯
+20702 迱
+20703 迲
+20704 迶
+20705 迺
+20706 迻
+20707 迼
+20708 迾
+20709 迿
+20710 逇
+20711 逈
+20712 逌
+20713 逎
+20714 逓
+20715 逕
+20716 嗀
+20717 轪
+20718 掎
+20719 掊
+20720 轇
+20721 﨏
+20722 辌
+20723 﨑
+20724 辒
+20725 扌
+20726 辝
+20727 﨔
+20728 辠
+20729 轋
+20730 礼
+20731 轌
+20732 辢
+20733 辤
+20734 尢
+20735 揞
+20736 揎
+20737 﨡
+20738 辥
+20739 轐
+20740 﨤
+20741 辧
+20742 轑
+20743 﨧
+20744 辪
+20745 轒
+20746 辬
+20747 轓
+20748 轔
+20749 搌
+20750 挢
+20751 轕
+20752 轗
+20753 辳
+20754 捱
+20755 轙
+20756 辵
+20757 轚
+20758 撄
+20759 辷
+20760 辸
+20761 轝
+20762 掭
+20763 撖
+20764 逘
+20765 礌
+20766 瑺
+20767 禒
+20768 癄
+20769 繝
+20770 窢
+20771 珷
+20772 粻
+20773 稜
+20774 仩
+20775 儬
+20776 劆
+20777 啝
+20778 嚑
+20779 垹
+20780 墵
+20781 姞
+20782 尃
+20783 崰
+20784 帬
+20785 彔
+20786 悹
+20787 憼
+20788 挔
+20789 摖
+20790 敔
+20791 暊
+20792 枲
+20793 槧
+20794 櫊
+20795 殸
+20796 洜
+20797 潬
+20798 灎
+20799 煚
+20800 牬
+20801 燸
+20802 牗
+20803 爚
+20804 狑
+20805 牞
+20806 爘
+20807 牔
+20808 牥
+20809 牭
+20810 牎
+20811 牱
+20812 牳
+20813 牜
+20814 牷
+20815 燵
+20816 爗
+20817 爙
+20818 牕
+20819 牰
+20820 牣
+20821 燖
+20822 牑
+20823 牏
+20824 牐
+20825 牓
+20826 燶
+20827 牨
+20828 爜
+20829 爞
+20830 爟
+20831 爠
+20832 爡
+20833 爢
+20834 爣
+20835 爤
+20836 爥
+20837 爧
+20838 爩
+20839 爫
+20840 爮
+20841 爯
+20842 爳
+20843 爴
+20844 爼
+20845 牀
+20846 牃
+20847 牅
+20848 牉
+20849 牊
+20850 牸
+20851 牻
+20852 牼
+20853 牴
+20854 牪
+20855 牫
+20856 燗
+20857 牚
+20858 犪
+20859 犩
+20860 犂
+20861 犫
+20862 犅
+20863 犲
+20864 犱
+20865 犮
+20866 犆
+20867 犳
+20868 犉
+20869 燽
+20870 燘
+20871 燾
+20872 犵
+20873 犌
+20874 燿
+20875 狆
+20876 犘
+20877 爀
+20878 燛
+20879 犻
+20880 犐
+20881 犺
+20882 犎
+20883 爁
+20884 爂
+20885 燝
+20886 爃
+20887 燞
+20888 爄
+20889 犿
+20890 犾
+20891 犖
+20892 狅
+20893 犗
+20894 爅
+20895 燡
+20896 爇
+20897 燢
+20898 爈
+20899 爉
+20900 狇
+20901 犙
+20902 燨
+20903 牶
+20904 狊
+20905 犛
+20906 狉
+20907 犚
+20908 狋
+20909 犜
+20910 狏
+20911 狌
+20912 犝
+20913 狓
+20914 爌
+20915 爎
+20916 燫
+20917 燬
+20918 犨
+20919 燯
+20920 狕
+20921 狔
+20922 狖
+20923 犤
+20924 狘
+20925 犥
+20926 燰
+20927 爓
+20928 燱
+20929 爔
+20930 燳
+20931 狚
+20932 犦
+20933 爖
+20934 牋
+20935 OOV_NUM
+20936 OOV_ALPHA
+20937 OOV_ALNUM
+20938 OOV_HANZ
+20940 OOV
diff --git a/sequence_tagging/downloads.py b/sequence_tagging/downloads.py
new file mode 100644
index 0000000000000000000000000000000000000000..f4aeab39a46adb3cf37366ca1151b0b13f3ad4c0
--- /dev/null
+++ b/sequence_tagging/downloads.py
@@ -0,0 +1,148 @@
+# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""
+Download script, download dataset and pretrain models.
+"""
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+import io
+import os
+import sys
+import time
+import hashlib
+import tarfile
+import requests
+
+FILE_INFO = {
+ 'BASE_URL': 'https://baidu-nlp.bj.bcebos.com/',
+ 'DATA': {
+ 'name': 'lexical_analysis-dataset-2.0.0.tar.gz',
+ 'md5': '71e4a9a36d0f0177929a1bccedca7dba'
+ },
+ 'LAC_MODEL': {
+ 'name': 'lexical_analysis-2.0.0.tar.gz',
+ 'md5': "fc1daef00de9564083c7dc7b600504ca"
+ },
+}
+
+
+def usage():
+ desc = ("\nDownload datasets and pretrained models for LAC.\n"
+ "Usage:\n"
+ " 1. python download.py all\n"
+ " 2. python download.py dataset\n"
+ " 3. python download.py lac\n")
+ print(desc)
+
+
+def md5file(fname):
+ hash_md5 = hashlib.md5()
+ with io.open(fname, "rb") as fin:
+ for chunk in iter(lambda: fin.read(4096), b""):
+ hash_md5.update(chunk)
+ return hash_md5.hexdigest()
+
+
+def extract(fname, dir_path):
+ """
+ Extract tar.gz file
+ """
+ try:
+ tar = tarfile.open(fname, "r:gz")
+ file_names = tar.getnames()
+ for file_name in file_names:
+ tar.extract(file_name, dir_path)
+ print(file_name)
+ tar.close()
+ except Exception as e:
+ raise e
+
+
+def _download(url, filename, md5sum):
+ """
+ Download file and check md5
+ """
+ retry = 0
+ retry_limit = 3
+ chunk_size = 4096
+ while not (os.path.exists(filename) and md5file(filename) == md5sum):
+ if retry < retry_limit:
+ retry += 1
+ else:
+ raise RuntimeError(
+ "Cannot download dataset ({0}) with retry {1} times.".format(
+ url, retry_limit))
+ try:
+ start = time.time()
+ size = 0
+ res = requests.get(url, stream=True)
+ filesize = int(res.headers['content-length'])
+ if res.status_code == 200:
+ print("[Filesize]: %0.2f MB" % (filesize / 1024 / 1024))
+ # save by chunk
+ with io.open(filename, "wb") as fout:
+ for chunk in res.iter_content(chunk_size=chunk_size):
+ if chunk:
+ fout.write(chunk)
+ size += len(chunk)
+ pr = '>' * int(size * 50 / filesize)
+ print(
+ '\r[Process ]: %s%.2f%%' %
+ (pr, float(size / filesize * 100)),
+ end='')
+ end = time.time()
+ print("\n[CostTime]: %.2f s" % (end - start))
+ except Exception as e:
+ print(e)
+
+
+def download(name, dir_path):
+ url = FILE_INFO['BASE_URL'] + FILE_INFO[name]['name']
+ file_path = os.path.join(dir_path, FILE_INFO[name]['name'])
+
+ if not os.path.exists(dir_path):
+ os.makedirs(dir_path)
+
+ # download data
+ print("Downloading : %s" % name)
+ _download(url, file_path, FILE_INFO[name]['md5'])
+
+ # extract data
+ print("Extracting : %s" % file_path)
+ extract(file_path, dir_path)
+ os.remove(file_path)
+
+
+if __name__ == '__main__':
+ if len(sys.argv) != 2:
+ usage()
+ sys.exit(1)
+ pwd = os.path.join(os.path.dirname(__file__), './')
+ ernie_dir = os.path.join(os.path.dirname(__file__), './pretrained')
+
+ if sys.argv[1] == 'all':
+ download('DATA', pwd)
+ download('LAC_MODEL', pwd)
+
+ if sys.argv[1] == "dataset":
+ download('DATA', pwd)
+
+ elif sys.argv[1] == "lac":
+ download('LAC_MODEL', pwd)
+
+ else:
+ usage()
diff --git a/sequence_tagging/downloads.sh b/sequence_tagging/downloads.sh
new file mode 100644
index 0000000000000000000000000000000000000000..93efbdc62324dc77eb1897a7be10ad6b79732781
--- /dev/null
+++ b/sequence_tagging/downloads.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+
+# download baseline model file to ./model_baseline/
+if [ -d ./model_baseline/ ]
+then
+ echo "./model_baseline/ directory already existed, ignore download"
+else
+ wget --no-check-certificate https://baidu-nlp.bj.bcebos.com/lexical_analysis-2.0.0.tar.gz
+ tar xvf lexical_analysis-2.0.0.tar.gz
+ /bin/rm lexical_analysis-2.0.0.tar.gz
+fi
+
+# download dataset file to ./data/
+if [ -d ./data/ ]
+then
+ echo "./data/ directory already existed, ignore download"
+else
+ wget --no-check-certificate https://baidu-nlp.bj.bcebos.com/lexical_analysis-dataset-2.0.0.tar.gz
+ tar xvf lexical_analysis-dataset-2.0.0.tar.gz
+ /bin/rm lexical_analysis-dataset-2.0.0.tar.gz
+fi
+
diff --git a/sequence_tagging/eval.py b/sequence_tagging/eval.py
new file mode 100644
index 0000000000000000000000000000000000000000..c32674ec8abfb848aaa8e79f0e5ecf1c4de30a81
--- /dev/null
+++ b/sequence_tagging/eval.py
@@ -0,0 +1,181 @@
+# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""
+SequenceTagging network structure
+"""
+
+from __future__ import division
+from __future__ import print_function
+
+import io
+import os
+import sys
+import math
+import argparse
+import numpy as np
+
+from train import SeqTagging
+from utils.check import check_gpu, check_version
+from utils.metrics import chunk_count
+from reader import LacDataset, create_lexnet_data_generator, create_dataloader
+
+work_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+sys.path.append(work_dir)
+from hapi.model import set_device, Input
+
+import paddle.fluid as fluid
+from paddle.fluid.optimizer import AdamOptimizer
+from paddle.fluid.layers.utils import flatten
+
+
+def main(args):
+ place = set_device(args.device)
+ fluid.enable_dygraph(place) if args.dynamic else None
+
+ inputs = [Input([None, None], 'int64', name='words'),
+ Input([None], 'int64', name='length')]
+
+ feed_list = None if args.dynamic else [x.forward() for x in inputs]
+ dataset = LacDataset(args)
+ eval_path = args.test_file
+
+ chunk_evaluator = fluid.metrics.ChunkEvaluator()
+ chunk_evaluator.reset()
+
+ eval_generator = create_lexnet_data_generator(
+ args, reader=dataset, file_name=eval_path, place=place, mode="test")
+
+ eval_dataset = create_dataloader(
+ eval_generator, place, feed_list=feed_list)
+
+ vocab_size = dataset.vocab_size
+ num_labels = dataset.num_labels
+ model = SeqTagging(args, vocab_size, num_labels)
+
+ optim = AdamOptimizer(
+ learning_rate=args.base_learning_rate,
+ parameter_list=model.parameters())
+
+ model.mode = "test"
+ model.prepare(inputs=inputs)
+ model.load(args.init_from_checkpoint, skip_mismatch=True)
+
+ for data in eval_dataset():
+ if len(data) == 1:
+ batch_data = data[0]
+ targets = np.array(batch_data[2])
+ else:
+ batch_data = data
+ targets = batch_data[2].numpy()
+ inputs_data = [batch_data[0], batch_data[1]]
+ crf_decode, length = model.test(inputs=inputs_data)
+ num_infer_chunks, num_label_chunks, num_correct_chunks = chunk_count(crf_decode, targets, length, dataset.id2label_dict)
+ chunk_evaluator.update(num_infer_chunks, num_label_chunks, num_correct_chunks)
+
+ precision, recall, f1 = chunk_evaluator.eval()
+ print("[test] P: %.5f, R: %.5f, F1: %.5f" % (precision, recall, f1))
+
+
+if __name__ == '__main__':
+ parser = argparse.ArgumentParser("sequence tagging training")
+ parser.add_argument(
+ "-wd",
+ "--word_dict_path",
+ default=None,
+ type=str,
+ help='word dict path')
+ parser.add_argument(
+ "-ld",
+ "--label_dict_path",
+ default=None,
+ type=str,
+ help='label dict path')
+ parser.add_argument(
+ "-wrd",
+ "--word_rep_dict_path",
+ default=None,
+ type=str,
+ help='The path of the word replacement Dictionary.')
+ parser.add_argument(
+ "-dev",
+ "--device",
+ type=str,
+ default='gpu',
+ help="device to use, gpu or cpu")
+ parser.add_argument(
+ "-d", "--dynamic", action='store_true', help="enable dygraph mode")
+ parser.add_argument(
+ "-e", "--epoch", default=10, type=int, help="number of epoch")
+ parser.add_argument(
+ '-lr',
+ '--base_learning_rate',
+ default=1e-3,
+ type=float,
+ metavar='LR',
+ help='initial learning rate')
+ parser.add_argument(
+ "--word_emb_dim",
+ default=128,
+ type=int,
+ help='word embedding dimension')
+ parser.add_argument(
+ "--grnn_hidden_dim", default=128, type=int, help="hidden dimension")
+ parser.add_argument(
+ "--bigru_num", default=2, type=int, help='the number of bi-rnn')
+ parser.add_argument("-elr", "--emb_learning_rate", default=1.0, type=float)
+ parser.add_argument("-clr", "--crf_learning_rate", default=1.0, type=float)
+ parser.add_argument(
+ "-b", "--batch_size", default=300, type=int, help="batch size")
+ parser.add_argument(
+ "--max_seq_len", default=126, type=int, help="max sequence length")
+ parser.add_argument(
+ "-n", "--num_devices", default=1, type=int, help="number of devices")
+ parser.add_argument(
+ "-o",
+ "--save_dir",
+ default="./model",
+ type=str,
+ help="save model path")
+ parser.add_argument(
+ "--init_from_checkpoint",
+ default=None,
+ type=str,
+ help="load init model parameters")
+ parser.add_argument(
+ "--init_from_pretrain_model",
+ default=None,
+ type=str,
+ help="load pretrain model parameters")
+ parser.add_argument(
+ "-sf", "--save_freq", default=1, type=int, help="save frequency")
+ parser.add_argument(
+ "-ef", "--eval_freq", default=1, type=int, help="eval frequency")
+ parser.add_argument(
+ "--output_file", default="predict.result", type=str, help="predict output file")
+ parser.add_argument(
+ "--predict_file", default="./data/infer.tsv", type=str, help="predict output file")
+ parser.add_argument(
+ "--test_file", default="./data/test.tsv", type=str, help="predict and eval output file")
+ parser.add_argument(
+ "--train_file", default="./data/train.tsv", type=str, help="train file")
+ parser.add_argument(
+ "--mode", default="predict", type=str, help="train|test|predict")
+
+ args = parser.parse_args()
+ print(args)
+ use_gpu = True if args.device == "gpu" else False
+ check_gpu(use_gpu)
+ check_version()
+
+ main(args)
diff --git a/sequence_tagging/images/gru-crf-model.png b/sequence_tagging/images/gru-crf-model.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ca7d5cf0c5381294915dc13bfb4fbd2bf7e99dc
Binary files /dev/null and b/sequence_tagging/images/gru-crf-model.png differ
diff --git a/sequence_tagging/predict.py b/sequence_tagging/predict.py
new file mode 100644
index 0000000000000000000000000000000000000000..6e719bb2699f82f9cdc1801fa33f6460cffe7c2c
--- /dev/null
+++ b/sequence_tagging/predict.py
@@ -0,0 +1,172 @@
+# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""
+SequenceTagging network structure
+"""
+
+from __future__ import division
+from __future__ import print_function
+
+import io
+import os
+import sys
+import math
+import argparse
+import numpy as np
+
+from train import SeqTagging
+from utils.check import check_gpu, check_version
+from reader import LacDataset, create_lexnet_data_generator, create_dataloader
+
+work_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+sys.path.append(work_dir)
+from hapi.model import set_device, Input
+
+import paddle.fluid as fluid
+from paddle.fluid.optimizer import AdamOptimizer
+from paddle.fluid.layers.utils import flatten
+
+
+def main(args):
+ place = set_device(args.device)
+ fluid.enable_dygraph(place) if args.dynamic else None
+
+ inputs = [Input([None, None], 'int64', name='words'),
+ Input([None], 'int64', name='length')]
+
+ feed_list = None if args.dynamic else [x.forward() for x in inputs]
+ dataset = LacDataset(args)
+ predict_path = args.predict_file
+
+ predict_generator = create_lexnet_data_generator(
+ args, reader=dataset, file_name=predict_path, place=place, mode="predict")
+
+ predict_dataset = create_dataloader(
+ predict_generator, place, feed_list=feed_list)
+
+ vocab_size = dataset.vocab_size
+ num_labels = dataset.num_labels
+ model = SeqTagging(args, vocab_size, num_labels)
+
+ optim = AdamOptimizer(
+ learning_rate=args.base_learning_rate,
+ parameter_list=model.parameters())
+
+ model.mode = "test"
+ model.prepare(inputs=inputs)
+
+ model.load(args.init_from_checkpoint)
+
+ f = open(args.output_file, "wb")
+ for data in predict_dataset():
+ if len(data) == 1:
+ input_data = data[0]
+ else:
+ input_data = data
+ results, length = model.test(inputs=flatten(input_data))
+ for i in range(len(results)):
+ word_len = length[i]
+ word_ids = results[i][: word_len]
+ tags = [dataset.id2label_dict[str(id)] for id in word_ids]
+ f.write("\002".join(tags) + "\n")
+
+
+if __name__ == '__main__':
+ parser = argparse.ArgumentParser("sequence tagging training")
+ parser.add_argument(
+ "-wd",
+ "--word_dict_path",
+ default=None,
+ type=str,
+ help='word dict path')
+ parser.add_argument(
+ "-ld",
+ "--label_dict_path",
+ default=None,
+ type=str,
+ help='label dict path')
+ parser.add_argument(
+ "-wrd",
+ "--word_rep_dict_path",
+ default=None,
+ type=str,
+ help='The path of the word replacement Dictionary.')
+ parser.add_argument(
+ "-dev",
+ "--device",
+ type=str,
+ default='gpu',
+ help="device to use, gpu or cpu")
+ parser.add_argument(
+ "-d", "--dynamic", action='store_true', help="enable dygraph mode")
+ parser.add_argument(
+ "-e", "--epoch", default=10, type=int, help="number of epoch")
+ parser.add_argument(
+ '-lr',
+ '--base_learning_rate',
+ default=1e-3,
+ type=float,
+ metavar='LR',
+ help='initial learning rate')
+ parser.add_argument(
+ "--word_emb_dim",
+ default=128,
+ type=int,
+ help='word embedding dimension')
+ parser.add_argument(
+ "--grnn_hidden_dim", default=128, type=int, help="hidden dimension")
+ parser.add_argument(
+ "--bigru_num", default=2, type=int, help='the number of bi-rnn')
+ parser.add_argument("-elr", "--emb_learning_rate", default=1.0, type=float)
+ parser.add_argument("-clr", "--crf_learning_rate", default=1.0, type=float)
+ parser.add_argument(
+ "-b", "--batch_size", default=300, type=int, help="batch size")
+ parser.add_argument(
+ "--max_seq_len", default=126, type=int, help="max sequence length")
+ parser.add_argument(
+ "-n", "--num_devices", default=1, type=int, help="number of devices")
+ parser.add_argument(
+ "-o",
+ "--save_dir",
+ default="./model",
+ type=str,
+ help="save model path")
+ parser.add_argument(
+ "--init_from_checkpoint",
+ default=None,
+ type=str,
+ help="load init model parameters")
+ parser.add_argument(
+ "--init_from_pretrain_model",
+ default=None,
+ type=str,
+ help="load pretrain model parameters")
+ parser.add_argument(
+ "-sf", "--save_freq", default=1, type=int, help="save frequency")
+ parser.add_argument(
+ "-ef", "--eval_freq", default=1, type=int, help="eval frequency")
+ parser.add_argument(
+ "--output_file", default="predict.result", type=str, help="predict output file")
+ parser.add_argument(
+ "--predict_file", default="./data/infer.tsv", type=str, help="predict output file")
+ parser.add_argument(
+ "--mode", default="train", type=str, help="train|test|predict")
+
+ args = parser.parse_args()
+ print(args)
+ use_gpu = True if args.device == "gpu" else False
+ check_gpu(use_gpu)
+ check_version()
+
+ main(args)
diff --git a/sequence_tagging/reader.py b/sequence_tagging/reader.py
index d02f49eba4c16aa0e755fef930daec6b3981901b..02719407e8771d46a17f1c7b5583e69c11a6cd73 100644
--- a/sequence_tagging/reader.py
+++ b/sequence_tagging/reader.py
@@ -21,7 +21,7 @@ from __future__ import print_function
import io
import numpy as np
-import paddle.fluid as fluid
+import paddle
class LacDataset(object):
@@ -76,11 +76,11 @@ class LacDataset(object):
@property
def vocab_size(self):
- return len(self.word2id_dict.values())
+ return max(self.word2id_dict.values()) + 1
@property
def num_labels(self):
- return len(self.label2id_dict.values())
+ return max(self.label2id_dict.values()) + 1
def get_num_examples(self, filename):
"""num of line of file"""
@@ -120,48 +120,121 @@ class LacDataset(object):
def wrapper():
fread = io.open(filename, "r", encoding="utf-8")
- headline = next(fread)
- headline = headline.strip().split('\t')
- assert len(headline) == 2 and headline[0] == "text_a" and headline[
- 1] == "label"
- buf = []
- for line in fread:
- words, labels = line.strip("\n").split("\t")
- if len(words) < 1:
- continue
- word_ids = self.word_to_ids(words.split("\002"))
- label_ids = self.label_to_ids(labels.split("\002"))
- assert len(word_ids) == len(label_ids)
- word_ids = word_ids[0:max_seq_len]
- words_len = np.int64(len(word_ids))
- word_ids += [0 for _ in range(max_seq_len - words_len)]
- label_ids = label_ids[0:max_seq_len]
- label_ids += [0 for _ in range(max_seq_len - words_len)]
- assert len(word_ids) == len(label_ids)
- yield word_ids, label_ids, words_len
+ if mode == "train":
+ headline = next(fread)
+ headline = headline.strip().split('\t')
+ assert len(headline) == 2 and headline[0] == "text_a" and headline[
+ 1] == "label"
+ buf = []
+ for line in fread:
+ words, labels = line.strip("\n").split("\t")
+ if len(words) < 1:
+ continue
+ word_ids = self.word_to_ids(words.split("\002"))
+ label_ids = self.label_to_ids(labels.split("\002"))
+ assert len(word_ids) == len(label_ids)
+ words_len = np.int64(len(word_ids))
+
+ word_ids = word_ids[0:max_seq_len]
+ words_len = np.int64(len(word_ids))
+ word_ids += [0 for _ in range(max_seq_len - words_len)]
+ label_ids = label_ids[0:max_seq_len]
+ label_ids += [0 for _ in range(max_seq_len - words_len)]
+ assert len(word_ids) == len(label_ids)
+ yield word_ids, label_ids, words_len
+ elif mode == "test":
+ headline = next(fread)
+ headline = headline.strip().split('\t')
+ assert len(headline) == 2 and headline[0] == "text_a" and headline[
+ 1] == "label"
+ buf = []
+ for line in fread:
+ words, labels = line.strip("\n").split("\t")
+ if len(words) < 1:
+ continue
+ word_ids = self.word_to_ids(words.split("\002"))
+ label_ids = self.label_to_ids(labels.split("\002"))
+ assert len(word_ids) == len(label_ids)
+ words_len = np.int64(len(word_ids))
+ yield word_ids, label_ids, words_len
+ else:
+ for line in fread:
+ words = line.strip("\n").split('\t')[0]
+ if words == u"text_a":
+ continue
+ if "\002" not in words:
+ word_ids = self.word_to_ids(words)
+ else:
+ word_ids = self.word_to_ids(words.split("\002"))
+ words_len = np.int64(len(word_ids))
+ yield word_ids, words_len
+
fread.close()
return wrapper
-def create_lexnet_data_generator(args, reader, file_name, place, mode="train"):
- def wrapper():
- batch_words, batch_labels, seq_lens = [], [], []
- for epoch in xrange(args.epoch):
+def create_lexnet_data_generator(args, reader, file_name, place, mode="train"):
+ def padding_data(max_len, batch_data):
+ padding_batch_data = []
+ for data in batch_data:
+ data += [0 for _ in range(max_len - len(data))]
+ padding_batch_data.append(data)
+ return padding_batch_data
+
+ def wrapper():
+ if mode == "train":
+ batch_words, batch_labels, seq_lens = [], [], []
+ for epoch in xrange(args.epoch):
+ for instance in reader.file_reader(
+ file_name, mode, max_seq_len=args.max_seq_len)():
+ words, labels, words_len = instance
+ if len(seq_lens) < args.batch_size:
+ batch_words.append(words)
+ batch_labels.append(labels)
+ seq_lens.append(words_len)
+ if len(seq_lens) == args.batch_size:
+ yield batch_words, seq_lens, batch_labels, batch_labels
+ batch_words, batch_labels, seq_lens = [], [], []
+
+ if len(seq_lens) > 0:
+ yield batch_words, seq_lens, batch_labels, batch_labels
+ elif mode == "test":
+ batch_words, batch_labels, seq_lens, max_len = [], [], [], 0
for instance in reader.file_reader(
- file_name, mode, max_seq_len=args.max_seq_len)():
+ file_name, mode, max_seq_len=args.max_seq_len)():
words, labels, words_len = instance
+ max_len = words_len if words_len > max_len else max_len
if len(seq_lens) < args.batch_size:
batch_words.append(words)
- batch_labels.append(labels)
seq_lens.append(words_len)
- if len(seq_lens) == args.batch_size:
- yield batch_words, batch_labels, seq_lens, batch_labels
- batch_words, batch_labels, seq_lens = [], [], []
+ batch_labels.append(labels)
+ if len(seq_lens) == args.batch_size:
+ padding_batch_words = padding_data(max_len, batch_words)
+ padding_batch_labels = padding_data(max_len, batch_labels)
+ yield padding_batch_words, seq_lens, padding_batch_labels, padding_batch_labels
+ batch_words, batch_labels, seq_lens, max_len = [], [], [], 0
+ if len(seq_lens) > 0:
+ padding_batch_words = padding_data(max_len, batch_words)
+ padding_batch_labels = padding_data(max_len, batch_labels)
+ yield padding_batch_words, seq_lens, padding_batch_labels, padding_batch_labels
- if len(seq_lens) > 0:
- yield batch_words, batch_labels, seq_lens, batch_labels
- batch_words, batch_labels, seq_lens = [], [], []
+ else:
+ batch_words, seq_lens, max_len = [], [], 0
+ for instance in reader.file_reader(
+ file_name, mode, max_seq_len=args.max_seq_len)():
+ words, words_len = instance
+ if len(seq_lens) < args.batch_size:
+ batch_words.append(words)
+ seq_lens.append(words_len)
+ max_len = words_len if words_len > max_len else max_len
+ if len(seq_lens) == args.batch_size:
+ padding_batch_words = padding_data(max_len, batch_words)
+ yield padding_batch_words, seq_lens
+ batch_words, seq_lens, max_len = [], [], 0
+ if len(seq_lens) > 0:
+ padding_batch_words = padding_data(max_len, batch_words)
+ yield padding_batch_words, seq_lens
return wrapper
diff --git a/sequence_tagging/sequence_tagging.py b/sequence_tagging/train.py
similarity index 81%
rename from sequence_tagging/sequence_tagging.py
rename to sequence_tagging/train.py
index f0928dd5b7b2d774b8416ad173dae5464172582e..d02014a79656c333519cd71640d143a94bbcd96b 100644
--- a/sequence_tagging/sequence_tagging.py
+++ b/sequence_tagging/train.py
@@ -24,11 +24,15 @@ import sys
import math
import argparse
import numpy as np
-sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-from metrics import Metric
-from model import Model, Input, Loss, set_device
-from text import SequenceTagging
+work_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+sys.path.append(os.path.join(work_dir))
+
+from hapi.metrics import Metric
+from hapi.model import Model, Input, Loss, set_device
+from hapi.text.text import SequenceTagging
+
+from utils.check import check_gpu, check_version
from reader import LacDataset, create_lexnet_data_generator, create_dataloader
import paddle.fluid as fluid
@@ -47,6 +51,7 @@ class SeqTagging(Model):
for infer: return the prediction
otherwise: return the prediction
"""
+ self.mode_type = args.mode
self.word_emb_dim = args.word_emb_dim
self.vocab_size = vocab_size
self.num_labels = num_labels
@@ -72,12 +77,18 @@ class SeqTagging(Model):
init_bound=self.init_bound,
length=self.length)
- def forward(self, word, target, lengths):
+ def forward(self, *inputs):
"""
Configure the network
"""
- crf_decode, avg_cost, lengths = self.sequence_tagging(word, target, lengths)
- return crf_decode, avg_cost, lengths
+ word = inputs[0]
+ lengths = inputs[1]
+ if self.mode_type == "train" or self.mode_type == "test":
+ target = inputs[2]
+ outputs = self.sequence_tagging(word, lengths, target)
+ else:
+ outputs = self.sequence_tagging(word, lengths)
+ return outputs
class Chunk_eval(fluid.dygraph.Layer):
@@ -103,10 +114,9 @@ class Chunk_eval(fluid.dygraph.Layer):
dtype="int64")
num_correct_chunks = self._helper.create_variable_for_type_inference(
dtype="int64")
-
- this_input = {"Inference": input, "Label": label[0]}
- if seq_length:
- this_input["SeqLength"] = seq_length[0]
+ this_input = {"Inference": input, "Label": label}
+ if seq_length is not None:
+ this_input["SeqLength"] = seq_length
self._helper.append_op(
type='chunk_eval',
inputs=this_input,
@@ -144,9 +154,10 @@ class ChunkEval(Metric):
int(math.ceil((num_labels - 1) / 2.0)), "IOB")
self.reset()
- def add_metric_op(self, pred, label, *args, **kwargs):
- crf_decode = pred[0]
- lengths = pred[2]
+ def add_metric_op(self, *args):
+ crf_decode = args[0]
+ lengths = args[2]
+ label = args[3]
(num_infer_chunks, num_label_chunks,
num_correct_chunks) = self.chunk_eval(
input=crf_decode, label=label, seq_length=lengths)
@@ -194,18 +205,16 @@ def main(args):
place = set_device(args.device)
fluid.enable_dygraph(place) if args.dynamic else None
- inputs = [
- Input(
- [None, args.max_seq_len], 'int64', name='words'), Input(
- [None, args.max_seq_len], 'int64', name='target'), Input(
- [None], 'int64', name='length')
- ]
- labels = [Input([None, args.max_seq_len], 'int64', name='labels')]
+ inputs = [Input([None, None], 'int64', name='words'),
+ Input([None], 'int64', name='length'),
+ Input([None, None], 'int64', name='target')]
+
+ labels = [Input([None, None], 'int64', name='labels')]
feed_list = None if args.dynamic else [x.forward() for x in inputs + labels]
dataset = LacDataset(args)
- train_path = os.path.join(args.data, "train.tsv")
- test_path = os.path.join(args.data, "test.tsv")
+ train_path = args.train_file
+ test_path = args.test_file
train_generator = create_lexnet_data_generator(
args, reader=dataset, file_name=train_path, place=place, mode="train")
@@ -233,8 +242,11 @@ def main(args):
labels=labels,
device=args.device)
- if args.resume is not None:
- model.load(args.resume)
+ if args.init_from_checkpoint:
+ model.load(args.init_from_checkpoint)
+
+ if args.init_from_pretrain_model:
+ model.load(args.init_from_pretrain_model, reset_optimizer=True)
model.fit(train_dataset,
test_dataset,
@@ -246,9 +258,7 @@ def main(args):
if __name__ == '__main__':
- parser = argparse.ArgumentParser("LAC training")
- parser.add_argument(
- "-dir", "--data", default=None, type=str, help='path to LAC dataset')
+ parser = argparse.ArgumentParser("sequence tagging training")
parser.add_argument(
"-wd",
"--word_dict_path",
@@ -301,23 +311,41 @@ if __name__ == '__main__':
"--max_seq_len", default=126, type=int, help="max sequence length")
parser.add_argument(
"-n", "--num_devices", default=1, type=int, help="number of devices")
- parser.add_argument(
- "-r",
- "--resume",
- default=None,
- type=str,
- help="checkpoint path to resume")
parser.add_argument(
"-o",
"--save_dir",
default="./model",
type=str,
help="save model path")
+ parser.add_argument(
+ "--init_from_checkpoint",
+ default=None,
+ type=str,
+ help="load init model parameters")
+ parser.add_argument(
+ "--init_from_pretrain_model",
+ default=None,
+ type=str,
+ help="load pretrain model parameters")
parser.add_argument(
"-sf", "--save_freq", default=1, type=int, help="save frequency")
parser.add_argument(
"-ef", "--eval_freq", default=1, type=int, help="eval frequency")
+ parser.add_argument(
+ "--output_file", default="predict.result", type=str, help="predict output file")
+ parser.add_argument(
+ "--predict_file", default="./data/infer.tsv", type=str, help="predict output file")
+ parser.add_argument(
+ "--test_file", default="./data/test.tsv", type=str, help="predict and eval output file")
+ parser.add_argument(
+ "--train_file", default="./data/train.tsv", type=str, help="train file")
+ parser.add_argument(
+ "--mode", default="train", type=str, help="train|test|predict")
args = parser.parse_args()
print(args)
+ use_gpu = True if args.device == "gpu" else False
+ check_gpu(use_gpu)
+ check_version()
+
main(args)
diff --git a/sequence_tagging/utils/__init__.py b/sequence_tagging/utils/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/sequence_tagging/utils/check.py b/sequence_tagging/utils/check.py
new file mode 100644
index 0000000000000000000000000000000000000000..79ab4862d3c2082c36039b047be08d4a4b5dcedd
--- /dev/null
+++ b/sequence_tagging/utils/check.py
@@ -0,0 +1,58 @@
+# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+import sys
+
+import paddle.fluid as fluid
+
+__all__ = ['check_gpu', 'check_version']
+
+
+def check_gpu(use_gpu):
+ """
+ Log error and exit when set use_gpu=true in paddlepaddle
+ cpu version.
+ """
+ err = "Config use_gpu cannot be set as true while you are " \
+ "using paddlepaddle cpu version ! \nPlease try: \n" \
+ "\t1. Install paddlepaddle-gpu to run model on GPU \n" \
+ "\t2. Set use_gpu as false in config file to run " \
+ "model on CPU"
+
+ try:
+ if use_gpu and not fluid.is_compiled_with_cuda():
+ print(err)
+ sys.exit(1)
+ except Exception as e:
+ pass
+
+
+def check_version():
+ """
+ Log error and exit when the installed version of paddlepaddle is
+ not satisfied.
+ """
+ err = "PaddlePaddle version 1.6 or higher is required, " \
+ "or a suitable develop version is satisfied as well. \n" \
+ "Please make sure the version is good with your code." \
+
+ try:
+ fluid.require_version('1.7.0')
+ except Exception as e:
+ print(err)
+ sys.exit(1)
diff --git a/sequence_tagging/utils/metrics.py b/sequence_tagging/utils/metrics.py
new file mode 100644
index 0000000000000000000000000000000000000000..a7e01b91e1cd7e7cee71f570aef1d722b0c4770b
--- /dev/null
+++ b/sequence_tagging/utils/metrics.py
@@ -0,0 +1,76 @@
+# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+import sys
+
+import paddle.fluid as fluid
+
+__all__ = ['chunk_count', "build_chunk"]
+
+
+def build_chunk(data_list, id2label_dict):
+ """
+ Assembly entity
+ """
+ tag_list = [id2label_dict.get(str(id)) for id in data_list]
+ ner_dict = {}
+ ner_str = ""
+ ner_start = 0
+ for i in range(len(tag_list)):
+ tag = tag_list[i]
+ if tag == u"O":
+ if i != 0:
+ key = "%d_%d" % (ner_start, i - 1)
+ ner_dict[key] = ner_str
+ ner_start = i
+ ner_str = tag
+ elif tag.endswith(u"B"):
+ if i != 0:
+ key = "%d_%d" % (ner_start, i - 1)
+ ner_dict[key] = ner_str
+ ner_start = i
+ ner_str = tag.split('-')[0]
+ elif tag.endswith(u"I"):
+ if tag.split('-')[0] != ner_str:
+ if i != 0:
+ key = "%d_%d" % (ner_start, i - 1)
+ ner_dict[key] = ner_str
+ ner_start = i
+ ner_str = tag.split('-')[0]
+ return ner_dict
+
+
+def chunk_count(infer_numpy, label_numpy, seq_len, id2label_dict):
+ """
+ calculate num_correct_chunks num_error_chunks total_num for metrics
+ """
+ num_infer_chunks, num_label_chunks, num_correct_chunks = 0, 0, 0
+ assert infer_numpy.shape[0] == label_numpy.shape[0]
+
+ for i in range(infer_numpy.shape[0]):
+ infer_list = infer_numpy[i][: seq_len[i]]
+ label_list = label_numpy[i][: seq_len[i]]
+ infer_dict = build_chunk(infer_list, id2label_dict)
+ num_infer_chunks += len(infer_dict)
+ label_dict = build_chunk(label_list, id2label_dict)
+ num_label_chunks += len(label_dict)
+ for key in infer_dict:
+ if key in label_dict and label_dict[key] == infer_dict[key]:
+ num_correct_chunks += 1
+ return num_infer_chunks, num_label_chunks, num_correct_chunks
+