Event Extraction on ACE 2005
69.8Trigger Cls F1J3EE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| J3EETraining Setting=standard2021.01 | 69.8 | 72.5 | 59.9 | 52.1 | |
| Nguyen and Nguyen, 20192022.05 | 69.8 | 72.5 | 59.9 | — | |
| DEEPSTRUCTmode=w/ finetune2022.05 | 69.8 | 73.5 | 59.4 | 56.2 | |
| J3EE2022.05 | 69.8 | 72.5 | 59.9 | 52.1 | |
| DEEPSTRUCTmode=w/ finetune2022.05 | 69.8 | 73.5 | 59.4 | 56.2 | |
| DyGIE++Training Setting=standard2021.01 | 69.7 | — | 55.4 | 52.5 | |
| DyGIE++2022.05 | 69.7 | — | 55.4 | 52.5 | |
| DEEPSTRUCTmode=multi-task2022.05 | 69.2 | 72.7 | 67.5 | 63.9 | |
| DEEPSTRUCTmode=multi-task2022.05 | 69.2 | 72.7 | 67.5 | 63.9 | |
| TANLTraining Setting=multi-task2021.01 | 68.5 | 71.8 | 48.5 | 48.5 | |
| TANL2022.05 | 68.5 | 72.9 | 50.1 | 48.5 | |
| TANL (multitask)2022.05 | 68.5 | 71.8 | 48.5 | 48.5 | |
| TANLTraining Setting=standard2021.01 | 68.4 | 72.9 | 50.1 | 47.6 | |
| TANL2022.05 | 68.4 | 72.9 | 50.1 | 47.6 | |
| Wadden et al., 20192022.05 | — | — | — | 52.5 |