updated field names from 'ner_tags' to 'tags'

conll2012.py

@@ -185,9 +185,6 @@ class Conll2012(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         """Returns SplitGenerators."""
         urls_to_download = {
-            # "train": f"{_URL}{_TRAINING_FILE}",
-            # "validation": f"{_URL}{_DEV_FILE}",
-            # "test": f"{_URL}{_TEST_FILE}",
             'train': 'train.txt',
             'validation': 'validation.txt',
             'test': 'test.txt',
@@ -195,9 +192,9 @@ class Conll2012(datasets.GeneratorBasedBuilder):
         downloaded_files = dl_manager.download_and_extract(urls_to_download)
 
         return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["validation"]}),
-            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={'filepath': downloaded_files['train']}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={'filepath': downloaded_files['validation']}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={'filepath': downloaded_files['test']}),
         ]
 
     def _generate_examples(self, filepath):
@@ -208,32 +205,33 @@ class Conll2012(datasets.GeneratorBasedBuilder):
 
         guid = 0
         tokens = []
+        tags = []
         pos_tags = []
-        ner_tags = []
 
         for line in lines:
             if line.startswith("-DOCSTART-") or line.strip() == "" or line == "\n":
                 if tokens:
                     yield guid, {
-                        "id": str(guid),
-                        "tokens": tokens,
-                        "pos_tags": pos_tags,
-                        "ner_tags": ner_tags,
+                        'id': str(guid),
+                        'tokens': tokens,
+                        'tags': tags,
+                        'pos_tags': pos_tags,
                     }
                     guid += 1
                     tokens = []
+                    tags = []
                     pos_tags = []
-                    ner_tags = []
             else:
-                # conll2012 tokens are tab- separated
+                # conll2012 tokens are tab-separated
                 splits = line.split('\t')
                 tokens.append(splits[0])
                 pos_tags.append(splits[1])
-                ner_tags.append(splits[3].rstrip())
+                tags.append(splits[3].rstrip())
+
         # last example
         yield guid, {
-            "id": str(guid),
-            "tokens": tokens,
-            "pos_tags": pos_tags,
-            "ner_tags": ner_tags,
+            'id': str(guid),
+            'tokens': tokens,
+            'tags': tags,
+            'pos_tags': pos_tags,
         }