Zero-shot Relation Extraction on FewRel m=5 (test)
92.82PrecisionRE-Matching
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RE-MatchingUnseen Labels=m=52023.06 | 92.82 | 92.34 | 92.58 | |
| PromptMatchUnseen Labels=m=52023.06 | 91.14 | 90.86 | 91 | |
| REPromptUnseen Labels=m=52023.06 | 90.15 | 88.5 | 89.3 | |
| ZS-BERTUnseen Labels=m=52023.06 | 76.96 | 78.86 | 77.9 | |
| REPrompt(NoGen)Unseen Labels=m=52023.06 | 72.36 | 58.61 | 64.57 | |
| ESIMUnseen Labels=m=52023.06 | 56.27 | 58.44 | 57.33 | |
| R-BERTUnseen Labels=m=52023.06 | 42.19 | 48.61 | 45.17 |