Update datasets-for-simcse.py

datasets-for-simcse.py

@@ -1,8 +1,8 @@
 # -*- coding: utf-8 -*-
-
 import os
 import json
 import datasets
+import pandas as pd
 
 _DESCRIPTION = """datasets-for-simcse"""
 
@@ -55,9 +55,7 @@ class DatasetsForSimCSE(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, filepath):
         """This function returns the examples in the raw (text) form."""
-        with open(filepath, 'r', encoding="utf-8") as f:
-            f.readline()
-            for idx, row in enumerate(f.readlines()):
-                sent0, sent1, hard_neg = row.split(',')
-                context = {'sent0': sent0, 'sent1': sent1, 'hard_neg': hard_neg}
-                yield idx, context
+        df = pd.read_csv(filepath, sep=',')
+        for idx, row in df.iterrows():
+            context = {'sent0': row['sent0'], 'sent1': ['sent1'], 'hard_neg': row['hard_neg']}
+            yield idx, context