Event Detection on MAVEN (test dev)
67.8Micro-F1 (Session 1)EMP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EMPExperience Replay=true2023.05 | 67.8 | 60.2 | 58.6 | 54.8 | 50.1 | |
| KCNExperience Replay=true2023.05 | 63.5 | 51.1 | 46.8 | 38.7 | 38.5 | |
| KTExperience Replay=true2023.05 | 63.5 | 52.3 | 47.2 | 39.5 | 39.3 | |
| ERExperience Replay=true2023.05 | 62 | 48.6 | 43.1 | 35.5 | 32.5 | |
| ICE-O+TFE&ER+Orthogonal Projection=true, Task-specific Feature Expansion=true, Experience Replay=true2023.05 | 61.5 | 40.7 | 41.3 | 44.5 | 49.7 | |
| DRIFTED-BERTBackbone=BERT2023.05 | 60.5 | 41 | 33.8 | 22.5 | 20.8 | |
| ICE-OOrthogonal Projection=true2023.05 | 60.5 | 59.9 | 61.3 | 60.8 | 61.4 | |
| ICE-PL&OParameter Freezing Strategy=PL, Orthogonal Projection=true2023.05 | 60.5 | 59.5 | 60.7 | 59.9 | 60.2 |