NegBERT

Reported on 5 benchmarks across 2 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing5 results

Negation DetectiononBioScope : Full Papers
F1· uses extra data· 2019-11-11
91.24
best: 94.4 (XLNet)
SOTA
NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution arXiv:1911.04211
Negation DetectiononSFU Review Corpus
F1· uses extra data· 2019-11-11
90.95
best: 91.25 (XLNet)
SOTA
NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution arXiv:1911.04211
Negation DetectiononBioScope : Abstracts
F1· uses extra data· 2019-11-11
95.68
best: 98.94 (NegBioELECTRA)
SOTA
NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution arXiv:1911.04211
Negation Detectionon*sem 2012 Shared Task: Sherlock Dataset
F1· uses extra data· 2019-11-11
92.36
best: 97.26 (NegBioELECTRA)
SOTA
NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution arXiv:1911.04211
Negation and Speculation Cue Detectionon*sem 2012 Shared Task: Sherlock Dataset
F1· uses extra data· 2019-11-11
92.94
best: 99.56 (NegBioELECTRA)
SOTA
NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution arXiv:1911.04211