dannashao/bert-base-uncased-finetuned-negation_scope
Token Classification
•
Updated
•
10
id
int64 0
3.78k
| negation_scope_tags
sequencelengths 2
125
| tokens
sequencelengths 2
125
|
---|---|---|
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"Chapter",
"1.",
"Mr.",
"Sherlock",
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"``",
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This dataset is converted from SEM Shared Task 2012: Resolving the Scope and Focus of Negation, [CD-SCO] dataset.
The creation of this data follows the approach of the Augment method described in NegBERT (Khandelwal, et al. 2020). That is, adding a special token ([NEG]) immediately before the predicate:
This is [NEG] not a sentence.
Note that the special token and the predicate is considered a whole. That is, the actual sentence is like
'This' 'is' '[NEG] not' 'a' 'sentence' '.'