Zero-shot Relation Extraction on FewRel m=10 (test)
83.21PrecisionRE-Matching
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RE-MatchingUnseen Labels=m=102023.06 | 83.21 | 82.64 | 82.93 | |
| PromptMatchUnseen Labels=m=102023.06 | 83.05 | 82.55 | 82.8 | |
| REPromptUnseen Labels=m=102023.06 | 80.33 | 79.62 | 79.96 | |
| REPrompt(NoGen)Unseen Labels=m=102023.06 | 66.47 | 48.28 | 55.61 | |
| ZS-BERTUnseen Labels=m=102023.06 | 56.92 | 57.59 | 57.25 | |
| ESIMUnseen Labels=m=102023.06 | 42.89 | 44.17 | 43.52 | |
| R-BERTUnseen Labels=m=102023.06 | 25.52 | 33.02 | 28.2 |