Upload DiscoEval.py

DiscoEval.py

@@ -107,7 +107,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: datasets.Value('string')
                 for i in range(DiscoEvalConstants.SP_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.SP_LABELS)
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=list(DiscoEvalConstants.SP_LABELS.values()),
+            )
             features = datasets.Features(features_dict)
 
         elif self.config.name in [DiscoEvalConstants.BSOARXIV, DiscoEvalConstants.BSOWIKI, DiscoEvalConstants.BSOROCSTORY]:
@@ -115,7 +117,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: datasets.Value('string')
                 for i in range(DiscoEvalConstants.BSO_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.BSO_LABELS.values())
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=list(DiscoEvalConstants.BSO_LABELS.values())
+            )
             features = datasets.Features(features_dict)
 
         elif self.config.name in [DiscoEvalConstants.DCCHAT, DiscoEvalConstants.DCWIKI]:
@@ -123,7 +127,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: datasets.Value('string')
                 for i in range(DiscoEvalConstants.DC_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.DC_LABELS.values())
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=list(DiscoEvalConstants.DC_LABELS.values())
+            )
             features = datasets.Features(features_dict)
 
         elif self.config.name in [DiscoEvalConstants.RST]:
@@ -131,7 +137,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: [datasets.Value('string')]
                 for i in range(DiscoEvalConstants.RST_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.RST_LABELS)
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=DiscoEvalConstants.RST_LABELS
+            )
             features = datasets.Features(features_dict)
 
         elif self.config.name in [DiscoEvalConstants.PDTB_E]:
@@ -139,7 +147,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: datasets.Value('string')
                 for i in range(DiscoEvalConstants.PDTB_E_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.PDTB_E_LABELS)
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=DiscoEvalConstants.PDTB_E_LABELS
+            )
             features = datasets.Features(features_dict)
 
         elif self.config.name in [DiscoEvalConstants.PDTB_I]:
@@ -147,7 +157,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: datasets.Value('string')
                 for i in range(DiscoEvalConstants.PDTB_I_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.PDTB_I_LABELS)
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=DiscoEvalConstants.PDTB_I_LABELS
+            )
             features = datasets.Features(features_dict)
 
         elif self.config.name in [DiscoEvalConstants.SSPABS]:
@@ -155,7 +167,9 @@ class DiscoEvalSentence(datasets.GeneratorBasedBuilder):
                 DiscoEvalConstants.TEXT_COLUMN_NAME[i]: datasets.Value('string')
                 for i in range(DiscoEvalConstants.SSPABS_TEXT_COLUMNS)
             }
-            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(names=DiscoEvalConstants.SSPABS_LABELS.values())
+            features_dict[DiscoEvalConstants.LABEL_NAME] = datasets.ClassLabel(
+                names=list(DiscoEvalConstants.SSPABS_LABELS.values())
+            )
             features = datasets.Features(features_dict)
 
         return datasets.DatasetInfo(