updated the script

Controlled-Text-Reduction-dataset.py

@@ -347,7 +347,7 @@ class ControlledTectReduction(datasets.GeneratorBasedBuilder):
 
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(
-            name="plain_text", version=VERSION, description="This provides the QA-Discourse dataset"
+            name="plain_text", version=VERSION, description="This provides the Controlled Text Reduction dataset"
         ),
     ]
 
@@ -417,7 +417,7 @@ class ControlledTectReduction(datasets.GeneratorBasedBuilder):
         """ Yields Controlled Text Reduction examples from a csv file. Each instance contains the document, the summary and the pre-selected spans."""
 
         # merge annotations from sections 
-        df = pd.read_csv(filepath, index_col=False)
+        df = pd.read_csv(filepath)
         for counter, dic in enumerate(df.to_dict('records')):
             columns_to_load_into_object = ["doc_text", "summary_text", "highlight_spans"]
             for key in columns_to_load_into_object: