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ResearchFormerly WizWand

Pronoun Resolution on DPR

0.931AccuracyRoBERTa-WG-DPR
0.617960.699230.78050.86177May 26, 2021
Updated 8mo ago

Evaluation results

MethodLinks
RoBERTa-WG-DPRSupervision Type=Supervised, Finetuning Dataset=WinoGrande, DPR, Zero-shot Transfer=True2021.050.931
RoBERTa-WGSupervision Type=Supervised, Finetuning Dataset=WinoGrande, Zero-shot Transfer=True2021.050.925
CorefRoBERTa LARGESupervision Type=Supervised, Zero-shot Transfer=True2021.050.922
RoBERTa-DPRSupervision Type=Supervised, Finetuning Dataset=DPR, Zero-shot Transfer=True2021.050.917
CorefBERT LARGESupervision Type=Supervised, Zero-shot Transfer=True2021.050.851
BERT-WGSupervision Type=Supervised, Finetuning Dataset=WinoGrande, Zero-shot Transfer=True2021.050.849
BERT-MASKEDWIKI-DPRSupervision Type=Supervised, Finetuning Dataset=MASKEDWIKI, DPR, Zero-shot Transfer=True2021.050.848
MNPPSupervision Type=Unsupervised, Zero-shot Transfer=True2021.050.839
BERT-DPRSupervision Type=Supervised, Finetuning Dataset=DPR, Zero-shot Transfer=True2021.050.833
CSSSupervision Type=Unsupervised, Zero-shot Transfer=True2021.050.801
BERT WIKICREM-DPRSupervision Type=Supervised, Finetuning Dataset=WIKICREM, DPR, Zero-shot Transfer=True2021.050.8
FeatureEng+RankingSupervision Type=Supervised, Zero-shot Transfer=True2021.050.73
BERT-WIKICREAMSupervision Type=Unsupervised, Zero-shot Transfer=True2021.050.674
Bi-LSTMSupervision Type=Supervised, Zero-shot Transfer=True2021.050.63