Update icelandic-ner-MIM-GOLD-NER.py

icelandic-ner-MIM-GOLD-NER.py

@@ -145,6 +145,30 @@ class MIMGoldNER(datasets.GeneratorBasedBuilder):
  datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
  ]
 
+ def _mim2conll(self, ner_tags):
+
+ MIM2CONLL = {
+ "O": "O", 
+ "B-Date": "O",
+ "B-Location": "B-LOC",
+ "B-Miscellaneous": "B-MISC",
+ "B-Money": "O",
+ "B-Organization": "B-ORG",
+ "B-Percent": "O",
+ "B-Person": "B-PER",
+ "B-Time": "O",
+ "I-Date": "O",
+ "I-Location": "I-LOC",
+ "I-Miscellaneous": "I-MISC",
+ "I-Money": "O",
+ "I-Organization": "I-ORG",
+ "I-Percent": "O",
+ "I-Person": "I-PER",
+ "I-Time": "O"
+ }
+
+ return " ".join([MIM2CONLL[tag] for tag in ner_tags.split()])
+
  def _generate_examples(self, filepath):
  logger.info("⏳ Generating examples from = %s", filepath)
  with open(filepath, encoding="utf-8") as f:
@@ -170,8 +194,10 @@ class MIMGoldNER(datasets.GeneratorBasedBuilder):
  splits = line.split("\t")
  tokens.append(splits[0])
  try:
- ner_tags.append(splits[1].rstrip())
- conll_ner_tags.append(splits[1].rstrip())
+ sentence_ner_tags = splits[1].rstrip()
+ ner_tags.append(sentence_ner_tags)
+ sentence_conll_ner_tags = self._mim2conll(sentence_ner_tags)
+ conll_ner_tags.append(sentence_conll_ner_tags)
  except:
  print(splits)
  raise