made fine grained labels upper case as well because of problems with seqeval otherwise

README.md

@@ -158,51 +158,51 @@ The final coarse grained tagset (in IOB notation) is the following:
 The final fine grained tagset (in IOB notation) is the following: 
 
 `[
-        'o',
-        'b-day',
-        'i-day',
-        'b-month',
-        'i-month',
-        'b-year',
-        'i-year',
-        'b-title',
-        'i-title',
-        'b-family name',
-        'i-family name',
-        'b-initial name',
-        'i-initial name',
-        'b-age',
-        'i-age',
-        'b-value',
-        'i-value',
-        'b-unit',
-        'i-unit',
-        'b-country',
-        'i-country',
-        'b-city',
-        'i-city',
-        'b-place',
-        'i-place',
-        'b-territory',
-        'i-territory',
-        'b-role',
-        'i-role',
-        'b-profession',
-        'i-profession',
-        'b-marital status',
-        'i-marital status',
-        'b-url',
-        'i-url',
-        'b-ethnic category',
-        'i-ethnic category',
-        'b-standard abbreviation',
-        'i-standard abbreviation'
-        'b-type',
-        'i-type',
-        'b-building',
-        'i-building',
-        'b-nationality',
-        'i-nationality',
+        'O',
+        'B-BUILDING',
+        'I-BUILDING',
+        'B-CITY',
+        'I-CITY',
+        'B-COUNTRY',
+        'I-COUNTRY',
+        'B-PLACE',
+        'I-PLACE',
+        'B-TERRITORY',
+        'I-TERRITORY',
+        'I-UNIT',
+        'B-UNIT',
+        'B-VALUE',
+        'I-VALUE',
+        'B-YEAR',
+        'I-YEAR',
+        'B-STANDARD ABBREVIATION',
+        'I-STANDARD ABBREVIATION',
+        'B-MONTH',
+        'I-MONTH',
+        'B-DAY',
+        'I-DAY',
+        'B-AGE',
+        'I-AGE',
+        'B-ETHNIC CATEGORY',
+        'I-ETHNIC CATEGORY',
+        'B-FAMILY NAME',
+        'I-FAMILY NAME',
+        'B-INITIAL NAME',
+        'I-INITIAL NAME',
+        'B-MARITAL STATUS',
+        'I-MARITAL STATUS',
+        'B-PROFESSION',
+        'I-PROFESSION',
+        'B-ROLE',
+        'I-ROLE',
+        'B-NATIONALITY',
+        'I-NATIONALITY',
+        'B-TITLE',
+        'I-TITLE',
+        'B-URL',
+        'I-URL',
+        'B-TYPE',
+        'I-TYPE',
 ]`
 
 

convert_to_hf_dataset.py

@@ -23,8 +23,8 @@ annotation_labels = {'ADDRESS': ['building', 'city', 'country', 'place', 'postco
                      'TIME': [],
                      'VEHICLE': ['build year', 'colour', 'license plate number', 'model', 'type']}
 
-# make all coarse_grained upper case and all fine_grained lower case
-annotation_labels = {key.upper(): [label.lower() for label in labels] for key, labels in annotation_labels.items()}
+# make all labels upper case
+annotation_labels = {key.upper(): [label.upper() for label in labels] for key, labels in annotation_labels.items()}
 print(annotation_labels)
 print("coarse_grained:", list(annotation_labels.keys()))
 print("fine_grained:",
@@ -61,7 +61,7 @@ def get_coarse_grained_for_fine_grained(label):
 
 def is_fine_grained(label):
     for coarse_grained, fine_grained_set in annotation_labels.items():
-        if label.lower() in fine_grained_set:
+        if label.upper() in fine_grained_set:
             return True
     return False
 
@@ -101,7 +101,7 @@ def get_token_annotations(token, annotations):
                 # some DATE are mislabeled as day but it is hard to correct this. So we ignore it
                 fine_grained = label
 
-    return coarse_grained.upper(), fine_grained.lower()
+    return coarse_grained.upper(), fine_grained.upper()
 
 
 def generate_IOB_labelset(series, casing_function):
@@ -132,7 +132,7 @@ def get_annotated_sentence(result_sentence, sentence):
             result_sentence["coarse_grained"].append(coarse_grained)
             result_sentence["fine_grained"].append(fine_grained)
     result_sentence["coarse_grained"] = generate_IOB_labelset(result_sentence["coarse_grained"], str.upper)
-    result_sentence["fine_grained"] = generate_IOB_labelset(result_sentence["fine_grained"], str.lower)
+    result_sentence["fine_grained"] = generate_IOB_labelset(result_sentence["fine_grained"], str.upper)
     return result_sentence
 
 

test.jsonl

@@ -1,3 +1,3 @@
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+oid sha256:9498f67f080b1745b5b41feb32f66beb30e2bd2ca024306a910a7c59c3134d14
 size 7717849

train.jsonl

@@ -1,3 +1,3 @@
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-oid sha256:c2f305e569d60293e6a808e176c8ad82e97f2019967bb424bac3d3696d61adee
+oid sha256:f2e8da9572e8bdfd699c998803d40b9680b8c6b92ea3356e8786d675cc5a19e4
 size 22116076

validation.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b3dea9d63c656d0db6cf306296252e1adceed09991abfb650d040b928c555684
+oid sha256:a9b1a294688da296414c8042d4a18deb7a8f93006085f197074fe9a3a9b65abc
 size 2874796