Event Argument Extraction on ACE 2005 (test)
70.3F1 ScoreKnowCoder-7B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| KnowCoder-7BTraining Setting=Supervised2024.03 | 70.3 | — | — | |
| UIETraining Setting=Supervised2024.03 | 69.3 | — | — | |
| GOLLIE-7BTraining Setting=Supervised2024.03 | 66 | — | — | |
| USMTraining Setting=Supervised2024.03 | 63.3 | — | — | |
| BERD2021.07 | 60.3 | 59.1 | 61.5 | |
| HMEAE2021.07 | 59.3 | 62.2 | 56.6 | |
| BERT(Intra)interaction=intra-event2021.07 | 58.7 | 56.4 | 61.2 | |
| BERT(Inter)interaction=inter-event2021.07 | 57.8 | 58.4 | 57.1 | |
| DMBERT2021.07 | 57.2 | 56.9 | 57.4 | |
| Code4UIETraining Setting=Supervised2024.03 | 57 | — | — | |
| InstructUIE-11BTraining Setting=Supervised2024.03 | 56.8 | — | — |