Update multiconer_v2.py

multiconer_v2.py

@@ -47,7 +47,7 @@ For more details see https://multiconer.github.io/
 
 """
 
-_URL = "https://huggingface.co/datasets/MultiCoNER/multiconer_v2/blob/main"
+_URL = "https://huggingface.co/datasets/MultiCoNER/multiconer_v2/raw/main"
 
 _BN_TRAINING_FILE = "BN-Bangla/bn_train.conll"
 _BN_DEV_FILE = "BN-Bangla/bn_dev.conll"
@@ -285,49 +285,43 @@ class MultiCoNER2(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, filepath):
         logger.info("⏳ Generating examples from = %s", filepath)
-        
 
-        with open(filepath) as f:                    
-            guid = 0
+        with open(filepath) as f:
+            guid = -1
             s_id = None
             tokens = []
             ner_tags = []
 
             for line in f:
-                yield guid, {'id': '0', 'tokens':line.split(), 'ner_tags': ['O',
-                                'B-Facility',
-                                'I-Facility',
-                                'B-OtherLOC',
-                                'I-OtherLOC',
-                                'B-HumanSettlement',
-                                'I-HumanSettlement']}
-                guid+=1
-                
-            #     if line.strip().startswith("# id"):
-            #         s_id = line.split('\t')[0].split(' ')[-1].strip()
-            #         guid += 1
-            #         tokens = []
-            #         ner_tags = []
-            #     elif '_ _' in line:
-            #         # Separator is " _ _ "
-            #         splits = line.split("_ _")
-            #         tokens.append(splits[0].strip())
-            #         ner_tags.append(splits[1].strip())
-            #     elif len(line.strip()) == 0:
-            #         if s_id and len(tokens) >= 1 and len(tokens) == len(ner_tags):
-            #             yield guid, {
-            #                 "id": s_id,
-            #                 "tokens": tokens,
-            #                 "ner_tags": ner_tags,
-            #             }
-            #             s_id = None
-            #             tokens = []
-            #             ner_tags = []
-            #         else:
-            #             continue
-            # if s_id and len(tokens) >= 1 and len(tokens) == len(ner_tags):
-            #     yield guid, {
-            #         "id": s_id,
-            #         "tokens": tokens,
-            #         "ner_tags": ner_tags,
-            #     }
+                if line.strip().startswith("# id"):
+                    s_id = line.split('\t')[0].split(' ')[-1].strip()
+                    guid += 1
+                    tokens = []
+                    ner_tags = []
+                elif '_ _' in line:
+                    # Separator is " _ _ "
+                    splits = line.split("_ _")
+                    tokens.append(splits[0].strip())
+                    ner_tags.append(splits[1].strip())
+                elif len(line.strip()) == 0:
+                    if s_id and len(tokens) >= 1 and len(tokens) == len(ner_tags):
+                        yield guid, {
+                            "id": guid,
+                            "sample_id": s_id,
+                            "tokens": tokens,
+                            "ner_tags": ner_tags,
+                        }
+                        s_id = None
+                        tokens = []
+                        ner_tags = []
+                    else:
+                        continue
+
+            if s_id and len(tokens) >= 1 and len(tokens) == len(ner_tags):
+                yield guid, {
+                    "id": guid,
+                    "sample_id": s_id,
+                    "tokens": tokens,
+                    "ner_tags": ner_tags,
+                }
+