Event Detection on ACE05 (test dev)
59.6Micro-F1 (Session 1)ER
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ERExperience Replay=true2023.05 | 59.6 | 46.2 | 41.7 | 33.2 | 34.4 | |
| EMPExperience Replay=true2023.05 | 59.6 | 53.1 | 55.2 | 45.6 | 43.2 | |
| KCNExperience Replay=true2023.05 | 58.3 | 54.7 | 52.8 | 44.9 | 41.1 | |
| KTExperience Replay=true2023.05 | 58.3 | 55.4 | 53.9 | 45 | 42.6 | |
| ICE-O+TFE&ER+Orthogonal Projection=true, Task-specific Feature Expansion=true, Experience Replay=true2023.05 | 54.3 | 39 | 43.2 | 44.1 | 41.7 | |
| DRIFTED-BERTBackbone=BERT2023.05 | 53.7 | 50.6 | 51.8 | 20.1 | 17.2 | |
| ICE-OOrthogonal Projection=true2023.05 | 53.7 | 55.4 | 60.7 | 59.6 | 61.5 | |
| ICE-PL&OParameter Freezing Strategy=PL, Orthogonal Projection=true2023.05 | 53.7 | 55.8 | 61.4 | 60.5 | 62.4 |