Zero-shot Relation Extraction on Wiki-ZSL m=15 (test)
67.31Precision (%)RE-Matching
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RE-MatchingUnseen Labels=m=152023.06 | 67.31 | 67.33 | 67.32 | |
| REPromptUnseen Labels=m=152023.06 | 63.69 | 67.93 | 65.74 | |
| PromptMatchUnseen Labels=m=152023.06 | 62.13 | 61.76 | 61.95 | |
| REPrompt(NoGen)Unseen Labels=m=152023.06 | 54.45 | 29.43 | 37.45 | |
| ZS-BERTUnseen Labels=m=152023.06 | 34.12 | 34.38 | 34.25 | |
| ESIMUnseen Labels=m=152023.06 | 27.31 | 29.62 | 28.42 | |
| R-BERTUnseen Labels=m=152023.06 | 17.31 | 18.82 | 18.03 |