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Add handling for mapping labels to 'O' #2254

Merged
merged 1 commit into from
Apr 26, 2021
Merged

Add handling for mapping labels to 'O' #2254

merged 1 commit into from
Apr 26, 2021

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alanakbik
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In ColumnDataset, labels can be remapped to other labels. With this PR, we enable also mapping to 'O', i.e. excluding labels.

For instance, to load CoNLL-03 without MISC, do:

corpus = CONLL_03(
    label_name_map={'MISC': 'O'}
)
print(corpus.make_label_dictionary('ner'))
print(corpus.train[0].to_tagged_string('ner'))

@alanakbik alanakbik merged commit 07058bf into master Apr 26, 2021
@alanakbik alanakbik deleted the out-labels branch April 28, 2021 13:42
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