Search Results for author: Suraj Sawant

Found 1 papers, 1 papers with code

NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution

1 code implementation LREC 2020 Aditya Khandelwal, Suraj Sawant

Our model, referred to as NegBERT, achieves a token level F1 score on scope resolution of 92. 36 on the Sherlock dataset, 95. 68 on the BioScope Abstracts subcorpus, 91. 24 on the BioScope Full Papers subcorpus, 90. 95 on the SFU Review Corpus, outperforming the previous state-of-the-art systems by a significant margin.

Ranked #2 on Negation Scope Resolution on SFU Review Corpus (using extra training data)

Negation Negation and Speculation Cue Detection +2

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