Attribute Extraction on SWDE
94.6Movie AccuracyDOM-LM
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DOM-LMSetting=Few-shot, Training data ratio=0.5%2022.01 | 94.6 | 97.7 | 87.7 | 97.7 | 94.8 | 94.8 | 87.9 | 98.3 | 94.2 | |
| RoBERTa-StructuralSetting=Few-shot, Training data ratio=0.5%2022.01 | 93 | 97.1 | 83.9 | 97.3 | 93.2 | 93.1 | 86.4 | 98 | 92.7 | |
| RoBERTa-BaseSetting=Few-shot, Training data ratio=0.5%2022.01 | 92.1 | 96.8 | 83.5 | 97.2 | 93 | 92.8 | 84.4 | 97.9 | 92.2 | |
| SimpDOMSetting=Few-shot, Training data ratio=0.5%2022.01 | 69.8 | 84.8 | 54.2 | 85.4 | 71 | 80.2 | 65.4 | 89.6 | 75.1 |