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diff --git a/models/contentunderstanding/text_classification/config.yaml b/models/contentunderstanding/classification/config.yaml
similarity index 100%
rename from models/contentunderstanding/text_classification/config.yaml
rename to models/contentunderstanding/classification/config.yaml
diff --git a/models/contentunderstanding/text_classification/model.py b/models/contentunderstanding/classification/model.py
similarity index 100%
rename from models/contentunderstanding/text_classification/model.py
rename to models/contentunderstanding/classification/model.py
diff --git a/models/contentunderstanding/text_classification/reader.py b/models/contentunderstanding/classification/reader.py
similarity index 100%
rename from models/contentunderstanding/text_classification/reader.py
rename to models/contentunderstanding/classification/reader.py
diff --git a/models/contentunderstanding/text_classification/train_data/part-0 b/models/contentunderstanding/classification/train_data/part-0
similarity index 100%
rename from models/contentunderstanding/text_classification/train_data/part-0
rename to models/contentunderstanding/classification/train_data/part-0
diff --git a/models/contentunderstanding/readme.md b/models/contentunderstanding/readme.md
index 1063982b7a98dbe56a06ed7c5915ecd21fd5bebf..2d4482bd9bdd612bf1b28c79a4c951c4a4143598 100644
--- a/models/contentunderstanding/readme.md
+++ b/models/contentunderstanding/readme.md
@@ -1,7 +1,7 @@
# 内容理解模型库
## 简介
-我们提供了常见的内容理解任务中使用的模型算法的PaddleRec实现, 单机训练&预测效果指标以及分布式训练&预测性能指标等。实现的内容理解模型包括 [Tagspace](http://gitlab.baidu.com/xujiaqi01/paddlerec/tree/develop/models/contentunderstanding/tagspace)、[文本分类](http://gitlab.baidu.com/xujiaqi01/paddlerec/tree/develop/models/contentunderstanding/text_classification)。
+我们提供了常见的内容理解任务中使用的模型算法的PaddleRec实现, 单机训练&预测效果指标以及分布式训练&预测性能指标等。实现的内容理解模型包括 [Tagspace](http://gitlab.baidu.com/xujiaqi01/paddlerec/tree/develop/models/contentunderstanding/tagspace)、[文本分类](http://gitlab.baidu.com/xujiaqi01/paddlerec/tree/develop/models/contentunderstanding/classification)。
模型算法库在持续添加中，欢迎关注。
@@ -22,9 +22,18 @@
| 模型 | 简介 | 论文 |
| :------------------: | :--------------------: | :---------: |
-| TagSpace | 标签推荐 | [TagSpace: Semantic Embeddings from Hashtags](https://research.fb.com/publications/tagspace-semantic-embeddings-from-hashtags/) |
-| TextClassification | 文本分类 | -- |
+| TagSpace | 标签推荐 | [TagSpace: Semantic Embeddings from Hashtags (2014)](https://research.fb.com/publications/tagspace-semantic-embeddings-from-hashtags/) |
+| Classification | 文本分类 | [Convolutional neural networks for sentence classication (2014)](https://www.aclweb.org/anthology/D14-1181.pdf) |
+TagSpace模型
+
+
+
+
+文本分类CNN模型
+
+
+
## 使用教程
### 数据处理
@@ -53,7 +62,7 @@ mv test.csv raw_big_test_data
python text2paddle.py raw_big_train_data/ raw_big_test_data/ train_big_data test_big_data big_vocab_text.txt big_vocab_tag.txt
```
-**（2）TextClassification**
+**（2）Classification**
无
@@ -66,7 +75,7 @@ python text2paddle.py raw_big_train_data/ raw_big_test_data/ train_big_data test
| 数据集 | 模型 | loss | auc | acc | mae |
| :------------------: | :--------------------: | :---------: |:---------: | :---------: |:---------: |
| -- | TagSpace | -- | -- | -- | -- |
-| -- | TextClassification | -- | -- | -- | -- |
+| -- | Classification | -- | -- | -- | -- |
## 分布式
@@ -74,7 +83,7 @@ python text2paddle.py raw_big_train_data/ raw_big_test_data/ train_big_data test
| 数据集 | 模型 | 单机 | 同步 (4节点) | 同步 (8节点) | 同步 (16节点) | 同步 (32节点) |
| :------------------: | :--------------------: | :---------: |:---------: |:---------: |:---------: |:---------: |
| -- | TagSpace | -- | -- | -- | -- | -- |
-| -- | TextClassification | -- | -- | -- | -- | -- |
+| -- | Classification | -- | -- | -- | -- | -- |
----
@@ -82,4 +91,4 @@ python text2paddle.py raw_big_train_data/ raw_big_test_data/ train_big_data test
| 数据集 | 模型 | 单机 | 异步 (4节点) | 异步 (8节点) | 异步 (16节点) | 异步 (32节点) |
| :------------------: | :--------------------: | :---------: |:---------: |:---------: |:---------: |:---------: |
| -- | TagSpace | -- | -- | -- | -- | -- |
-| -- | TextClassification | -- | -- | -- | -- | -- |
\ No newline at end of file
+| -- | Classification | -- | -- | -- | -- | -- |
diff --git a/readme.md b/readme.md
index 4873ab053d13cfa16e53121f0cd5dcd02978b282..ff2b64b8d7eea316b4d4a73249a84ff97751b21e 100644
--- a/readme.md
+++ b/readme.md
@@ -108,7 +108,7 @@ python -m paddlerec.run -m ./models/rank/dnn/config.yaml -e single
| 方向 | 模型 | 单机CPU训练 | 单机GPU训练 | 分布式CPU训练 |
| :------: | :----------------------------------------------------------------------------: | :---------: | :---------: | :-----------: |
-| 内容理解 | [Text-Classifcation](models/contentunderstanding/text_classification/model.py) | ✓ | x | ✓ |
+| 内容理解 | [Text-Classifcation](models/contentunderstanding/classification/model.py) | ✓ | x | ✓ |
| 内容理解 | [TagSpace](models/contentunderstanding/tagspace/model.py) | ✓ | x | ✓ |
| 召回 | [TDM](models/treebased/tdm/model.py) | ✓ | x | ✓ |
| 召回 | [Word2Vec](models/recall/word2vec/model.py) | ✓ | x | ✓ |
@@ -162,4 +162,4 @@ python -m paddlerec.run -m ./models/rank/dnn/config.yaml -e single
### 许可证书
本项目的发布受[Apache 2.0 license](LICENSE)许可认证。
-
\ No newline at end of file
+