Pronoun Resolution on DPR
0.931AccuracyRoBERTa-WG-DPR
Evaluation Results
| Method | Links | |
|---|---|---|
| RoBERTa-WG-DPRSupervision Type=Supervised, Finetuning Dataset=WinoGrande, DPR, Zero-shot Transfer=True2021.05 | 0.931 | |
| RoBERTa-WGSupervision Type=Supervised, Finetuning Dataset=WinoGrande, Zero-shot Transfer=True2021.05 | 0.925 | |
| CorefRoBERTa LARGESupervision Type=Supervised, Zero-shot Transfer=True2021.05 | 0.922 | |
| RoBERTa-DPRSupervision Type=Supervised, Finetuning Dataset=DPR, Zero-shot Transfer=True2021.05 | 0.917 | |
| CorefBERT LARGESupervision Type=Supervised, Zero-shot Transfer=True2021.05 | 0.851 | |
| BERT-WGSupervision Type=Supervised, Finetuning Dataset=WinoGrande, Zero-shot Transfer=True2021.05 | 0.849 | |
| BERT-MASKEDWIKI-DPRSupervision Type=Supervised, Finetuning Dataset=MASKEDWIKI, DPR, Zero-shot Transfer=True2021.05 | 0.848 | |
| MNPPSupervision Type=Unsupervised, Zero-shot Transfer=True2021.05 | 0.839 | |
| BERT-DPRSupervision Type=Supervised, Finetuning Dataset=DPR, Zero-shot Transfer=True2021.05 | 0.833 | |
| CSSSupervision Type=Unsupervised, Zero-shot Transfer=True2021.05 | 0.801 | |
| BERT WIKICREM-DPRSupervision Type=Supervised, Finetuning Dataset=WIKICREM, DPR, Zero-shot Transfer=True2021.05 | 0.8 | |
| FeatureEng+RankingSupervision Type=Supervised, Zero-shot Transfer=True2021.05 | 0.73 | |
| BERT-WIKICREAMSupervision Type=Unsupervised, Zero-shot Transfer=True2021.05 | 0.674 | |
| Bi-LSTMSupervision Type=Supervised, Zero-shot Transfer=True2021.05 | 0.63 |