add micro to macro mapping

multiconer2.py

@@ -75,6 +75,76 @@ class Multiconer2(datasets.GeneratorBasedBuilder):
 
     DEFAULT_CONFIG_NAME = "en"
 
+    micro_to_macro_ner_mapping = {
+        'O': "O",
+        "B-AerospaceManufacturer": "B-Group",
+        'I-AerospaceManufacturer': 'I-Group',
+        'B-AnatomicalStructure': "B-Medical",
+        'I-AnatomicalStructure': "I-Medical",
+        'B-ArtWork': "B-CreativeWork",
+        'I-ArtWork': "I-CreativeWork",
+        'B-Artist': "B-Person",
+        'I-Artist': "I-Person",
+        'B-Athlete': "B-Person",
+        'I-Athlete': "I-Person",
+        'B-CarManufacturer': "B-Group",
+        'I-CarManufacturer': "I-Group",
+        'B-Cleric': "B-Person",
+        'I-Cleric': "I-Person",
+        'B-Clothing': "B-Product",
+        'I-Clothing': "I-Product",
+        'B-Disease': "B-Medical",
+        'I-Disease': "I-Medical",
+        'B-Drink': "B-Product",
+        'I-Drink': "I-Product",
+        'B-Facility': "B-Location",
+        'I-Facility': "I-Location",
+        'B-Food': "B-Product",
+        'I-Food': "I-Product",
+        'B-HumanSettlement': "B-Location",
+        'I-HumanSettlement': "I-Location",
+        'B-MedicalProcedure': "B-Medical",
+        'I-MedicalProcedure': "I-Medical",
+        'B-Medication/Vaccine': "B-Medical",
+        'I-Medication/Vaccine': "I-Medical",
+        'B-MusicalGRP': "B-Group",
+        'I-MusicalGRP': "I-Group",
+        'B-MusicalWork': "B-CreativeWork",
+        'I-MusicalWork': "I-CreativeWork",
+        'B-ORG': "B-Group",
+        'I-ORG': "I-Group",
+        'B-OtherLOC': "B-Location",
+        'I-OtherLOC': "I-Location",
+        'B-OtherPER': "B-Person",
+        'I-OtherPER': "I-Person",
+        'B-OtherPROD': "B-Product",
+        'I-OtherPROD': "I-Product",
+        'B-Politician': "B-Person",
+        'I-Politician': "I-Person",
+        'B-PrivateCorp': "B-Group",
+        'I-PrivateCorp': "I-Group",
+        'B-PublicCorp': "B-Group",
+        'I-PublicCorp': "B-Group",
+        'B-Scientist': "B-Person",
+        'I-Scientist': "I-Person",
+        'B-Software': "B-CreativeWork",
+        'I-Software': "I-CreativeWork",
+        'B-SportsGRP': "B-Group",
+        'I-SportsGRP': "I-Group",
+        'B-SportsManager': "B-Person",
+        'I-SportsManager': "I-Person",
+        'B-Station': 'B-Location',
+        'I-Station': 'I-Location',
+        'B-Symptom': "B-Medical",
+        'I-Symptom': "I-Medical",
+        'B-Vehicle': "B-Product",
+        'I-Vehicle': "I-Product",
+        'B-VisualWork': "B-CreativeWork",
+        'I-VisualWork': "I-CreativeWork",
+        'B-WrittenWork': "B-CreativeWork",
+        'I-WrittenWork': "I-CreativeWork",
+    }
+
     def _info(self):
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
@@ -120,6 +190,18 @@ class Multiconer2(datasets.GeneratorBasedBuilder):
                                    'B-WrittenWork', 'I-WrittenWork']
                         )
                     ),
+                    "ner_macro_tags": datasets.Sequence(
+                        datasets.features.ClassLabel(
+                            names=['O',
+                                   "B-Location", "I-Location"
+                                   "B-CreativeWork", "I-CreativeWork",
+                                   "B-Group", "I-Group",
+                                   "B-Person",  "I-Person",
+                                   "B-Product", "I-Product",
+                                   "B-Medical", "I-Medical",
+                                  ]
+                        )
+                    ),
                 }
             ),
             supervised_keys=None,
@@ -168,4 +250,5 @@ class Multiconer2(datasets.GeneratorBasedBuilder):
                     "id": str(guid),
                     "tokens": tokens,
                     "ner_tags": ner_tags,
+                    "ner_macro_tags": [self.micro_to_macro_ner_mapping[ner] for ner in ner_tags]
                 }