Event causality identification on Causal-TimeBank (test)
0.69PrecisionVR-C
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VR-Ctype=verb rule based2021.06 | 0.69 | 0.315 | 0.432 | |
| DDtype=data driven2021.06 | 0.673 | 0.226 | 0.339 | |
| KnowDis2021.06 | 0.423 | 0.605 | 0.498 | |
| LearnDA Fullbackbone=BERT-Base, augmentation=Dual augmented data2021.06 | 0.419 | 0.68 | 0.519 | |
| MM+Augbackbone=BERT-Large, augmentation=Dual augmented data2021.06 | 0.392 | 0.619 | 0.48 | |
| MM+Concept Augbackbone=BERT-Large, augmentation=ConceptNet + LearnDA2021.06 | 0.388 | 0.592 | 0.469 | |
| BERTbackbone=BERT-Base2021.06 | 0.385 | 0.439 | 0.41 | |
| RBtype=rule-based2021.06 | 0.368 | 0.123 | 0.184 | |
| MMbackbone=BERT-Large2021.06 | 0.366 | 0.556 | 0.441 |