Update SourceData.py

SourceData.py

@@ -86,7 +86,7 @@ class SourceData(datasets.GeneratorBasedBuilder):
             datasets.BuilderConfig(name="ROLES_MULTI", version=self.config.version, description="Dataset to train roles. ROLES_GP and ROLES_SM at once."),
         ]
         
-        if self.config.name == "NER":
+        if self.config.name in ["NER", "default"]:
             features = datasets.Features(
                 {
                     "words": datasets.Sequence(feature=datasets.Value("string")),
@@ -160,19 +160,6 @@ class SourceData(datasets.GeneratorBasedBuilder):
                     "tag_mask": datasets.Sequence(feature=datasets.Value("int8")),
                 }
             )
-        else:
-            features = datasets.Features(
-                {
-                    "words": datasets.Sequence(feature=datasets.Value("string")),
-                    "labels": datasets.Sequence(
-                        feature=datasets.ClassLabel(num_classes=len(self._NER_LABEL_NAMES),
-                                                    names=self._NER_LABEL_NAMES)
-                    ),
-                    # "is_category": datasets.Sequence(feature=datasets.Value("int8")),
-                    "tag_mask": datasets.Sequence(feature=datasets.Value("int8")),
-                    "text": datasets.Value("string"),
-                }
-            )
 
         return datasets.DatasetInfo(
             description=self._DESCRIPTION,