Update DiaBLa.py

DiaBLa.py

@@ -61,14 +61,21 @@ class Diabla(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
-                    "id": datasets.Value("string"),
-                    "title": datasets.Value("string"),
-                    "context": datasets.Value("string"),
-                    "question": datasets.Value("string"),
-                    "answers": datasets.features.Sequence(
+                    'id': datasets.Value("string"),
+                    'orig': datasets.Value("string"),
+                    'norm': datasets.Value("string"),
+                    'mt': datasets.Value("string"),
+                    'ref': datasets.Value("string"),
+                    'utterance_meta': datasets.features.Sequence(
                         {
-                            "text": datasets.Value("string"),
-                            "answer_start": datasets.Value("int32"),
+                            'judgment': ClassLabel(num_classes=3, names=['poor', 'medium', 'perfect']
+                            'verbatim': datasets.Value("string"),
+                            'problems': datasets.features.Sequence(
+                                [
+                                  ClassLabel(num_classes=5, 
+                                             names=['coherence', 'grammar', 'meaning', 'word choice', 'style']
+                                ]
+                            )
                         }
                     ),
                 }
@@ -120,15 +127,15 @@ class Diabla(datasets.GeneratorBasedBuilder):
                     normalised_text = utterance['normalised_version']
                     id_ = dialogue_name + '_' + utterance_id
                     utterance_instance = {
-                        'orig_text': original_text,
-                        'norm_text': normalised_text,
-                        'mt_text': mt_text,
+                        'orig': original_text,
+                        'norm': normalised_text,
+                        'mt': mt_text,
                         'id': id_,
-                        'ref_text': reference_text,
-                        'utterance_meta_info': utterance_info
+                        'ref': reference_text,
+                        'utterance_meta': utterance_info
                     }
                     # add to history (without dialogue info and history)
                     dialogue_history.append(utterance_instance.copy()) 
-                    utterance_instance['dialogue_meta_info'] = utterance_info
+                    utterance_instance['dialogue_meta'] = utterance_info
                     utterance_instance['dialogue_history'] = dialogue_history
                     yield id_, utterance_instance