Update MANTRAGSC.py

MANTRAGSC.py

@@ -93,7 +93,7 @@ class DrBenchmarkConfig(datasets.BuilderConfig):
 	schema: str = None
 	subset_id: str = None
 
-class MANTRAGSC(datasets.GeneratorBasedBuilder):
+class MantraGSC(datasets.GeneratorBasedBuilder):
 
 	SOURCE_VERSION = datasets.Version("1.0.0")
 
@@ -116,14 +116,25 @@ class MANTRAGSC(datasets.GeneratorBasedBuilder):
 
 	DEFAULT_CONFIG_NAME = "fr_medline"
 
-	def _info(self) -> datasets.DatasetInfo:
+	def _info(self):
 
+		if self.config.name.find("emea") != 1:
+			names = ['O', 'DISO', 'CHEM|PHEN', 'DEVI', 'PHEN', 'PROC', 'OBJC', 'ANAT', 'LIVB', 'CHEM', 'PHYS']
+		elif self.config.name.find("medline") != 1:
+			names = ['O', 'DISO', 'GEOG', 'DEVI', 'Manufactured Object', 'PHEN', 'PROC', 'Research Device', 'OBJC', 'Mental or Behavioral Dysfunction', 'Research Activity', 'ANAT', 'LIVB', 'CHEM', 'PHYS']
+		elif self.config.name.find("patents") != 1:
+			names = ['O', 'PROC', 'DISO', 'LIVB', 'PHYS', 'PHEN', 'ANAT', 'OBJC', 'Amino Acid, Peptide, or Protein|Enzyme|Receptor', 'DEVI', 'CHEM']
+		
 		features = datasets.Features(
 			{
 				"id": datasets.Value("string"),
 				"document_id": datasets.Value("string"),
 				"tokens": [datasets.Value("string")],
-				"ner_tags": [datasets.Value("string")],
+				"ner_tags": datasets.Sequence(
+					datasets.features.ClassLabel(
+						names = names,
+					)
+				),
 			}
 		)
 
@@ -135,7 +146,7 @@ class MANTRAGSC(datasets.GeneratorBasedBuilder):
 			citation=_CITATION,
 		)
 
-	def _split_generators(self, dl_manager) -> List[datasets.SplitGenerator]:
+	def _split_generators(self, dl_manager):
 
 		data_dir = dl_manager.download_and_extract(_URL)
 
@@ -301,8 +312,8 @@ class MANTRAGSC(datasets.GeneratorBasedBuilder):
 		if a.startswith(prefix):
 			a = a[len(prefix) :]
 		return a
-	
-	def parse_brat_file(self, txt_file: Path, annotation_file_suffixes: List[str] = None, parse_notes: bool = False) -> Dict:
+		
+	def parse_brat_file(self, txt_file: Path, annotation_file_suffixes: List[str] = None, parse_notes: bool = False):
 
 		example = {}
 		example["document_id"] = txt_file.with_suffix("").name
@@ -457,7 +468,7 @@ class MANTRAGSC(datasets.GeneratorBasedBuilder):
 
 		return example
 
-	def _generate_examples(self, data_dir: Path, language: str, dataset_type: str, split: str):
+	def _generate_examples(self, data_dir, language, dataset_type, split):
 		"""Yields examples as (key, example) tuples."""
 
 		data_dir = data_dir / f"{_LANGUAGES_2[language]}"
@@ -516,7 +527,7 @@ class MANTRAGSC(datasets.GeneratorBasedBuilder):
 			if identifier in allowed_ids:
 				yield identifier, r 
 		
-	def _to_source_example(self, brat_example: Dict) -> Dict:
+	def _to_source_example(self, brat_example):
 
 		source_example = {
 			"document_id": brat_example["document_id"],