Event causality identification on EventStoryLine ESC (test)
42.2PrecisionLearnDA Full
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LearnDA Fullbackbone=BERT-Base, augmentation=Dual augmented data2021.06 | 42.2 | 69.8 | 52.6 | |
| MMbackbone=BERT-Large2021.06 | 41.9 | 62.5 | 50.1 | |
| MM+Concept Augbackbone=BERT-Large, augmentation=ConceptNet + LearnDA2021.06 | 41.2 | 66.5 | 50.9 | |
| MM+Augbackbone=BERT-Large, augmentation=Dual augmented data2021.06 | 41 | 69.3 | 51.5 | |
| KnowDis2021.06 | 39.7 | 66.5 | 49.7 | |
| ILP2021.06 | 37.4 | 55.8 | 44.7 | |
| LR+2021.06 | 37 | 45.2 | 40.7 | |
| BERTbackbone=BERT-Base2021.06 | 36.1 | 56 | 43.9 | |
| Seq2021.06 | 32.7 | 44.9 | 37.8 | |
| LSTM2021.06 | 31 | 41.5 | 37.4 |