diff --git a/fluid/PaddleNLP/machine_reading_comprehension/dataset.py b/fluid/PaddleNLP/machine_reading_comprehension/dataset.py
index 3aaf87be9a7b0659fa9e79eb8329911cbea73c55..c732ce041c5e82ea5e1471ba422f5b056a7cba8f 100644
--- a/fluid/PaddleNLP/machine_reading_comprehension/dataset.py
+++ b/fluid/PaddleNLP/machine_reading_comprehension/dataset.py
@@ -23,6 +23,7 @@ import json
 import logging
 import numpy as np
 from collections import Counter
+import io
 
 
 class BRCDataset(object):
@@ -67,7 +68,7 @@ class BRCDataset(object):
         Args:
             data_path: the data file to load
         """
-        with open(data_path) as fin:
+        with io.open(data_path, 'r', encoding='utf-8') as fin:
             data_set = []
             for lidx, line in enumerate(fin):
                 sample = json.loads(line.strip())
diff --git a/fluid/PaddleNLP/machine_reading_comprehension/run.py b/fluid/PaddleNLP/machine_reading_comprehension/run.py
index dbe3a4b9a296fdaf089d55be3f0c9845422f0ce5..74561297f003faa4b3d871c0f327b65da63e81e7 100644
--- a/fluid/PaddleNLP/machine_reading_comprehension/run.py
+++ b/fluid/PaddleNLP/machine_reading_comprehension/run.py
@@ -22,6 +22,7 @@ import os
 import random
 import json
 import six
+import multiprocessing
 
 import paddle
 import paddle.fluid as fluid