Seongsu Park commited on
Commit
aad26aa
1 Parent(s): 73b2012

drop other labels like 'answer' and make label int

Browse files
Files changed (1) hide show
  1. get_all.py +12 -0
get_all.py CHANGED
@@ -61,6 +61,18 @@ datasets = DatasetDict({
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  datasets = datasets.filter(drop_na)
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  datasets.push_to_hub("seongs1024/DKK-nli", private=True)
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  # datasets = load_dataset('seongs1024/DKK-nli')
 
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  datasets = datasets.filter(drop_na)
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+ labels = {
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+ 'entailment': 2,
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+ 'neutral': 1,
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+ 'contradiction': 0,
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+ }
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+ def label_map(row):
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+ row['labell'] = list(map(lambda x: labels[x], row['label']))
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+ return row
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+ datasets = datasets.filter(lambda row: row['label'] in labels.keys())
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+ datasets = datasets.map(label_map, batched=True, remove_columns=['label'])
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+ datasets = datasets.rename_column('labell', 'label')
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+
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  datasets.push_to_hub("seongs1024/DKK-nli", private=True)
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  # datasets = load_dataset('seongs1024/DKK-nli')