Event Detection on ACE05-E+ (Evaluation)
74.9F1 ScoreAPEX Prompt
Evaluation Results
| Method | Links | |
|---|---|---|
| APEX PromptLearning Setting=Supervised2022.04 | 74.9 | |
| Majority Voting of (a)-(e)Learning Setting=Supervised2022.04 | 73.9 | |
| Seed TriggersLearning Setting=Supervised2022.04 | 73.7 | |
| Nguyen et al. (2021)Learning Setting=Supervised2022.04 | 73.3 | |
| DefinitionLearning Setting=Supervised2022.04 | 73.1 | |
| Event Type StructureLearning Setting=Supervised2022.04 | 72.8 | |
| Event Type nameLearning Setting=Supervised2022.04 | 72.2 | |
| Continuous Soft PromptLearning Setting=Supervised2022.04 | 68.1 | |
| APEX PromptLearning Setting=Few-shot2022.04 | 57.4 | |
| APEX PromptLearning Setting=Zero-shot2022.04 | 55.3 | |
| Seed TriggersLearning Setting=Few-shot2022.04 | 53.8 | |
| Event Type nameLearning Setting=Few-shot2022.04 | 52.7 | |
| Seed TriggersLearning Setting=Zero-shot2022.04 | 52.4 | |
| Majority Voting of (a)-(e)Learning Setting=Few-shot2022.04 | 52.1 | |
| Event Type StructureLearning Setting=Few-shot2022.04 | 50.4 | |
| Event Type nameLearning Setting=Zero-shot2022.04 | 49.8 | |
| Zhang et al. (2021b)Learning Setting=Zero-shot2022.04 | 49.1 | |
| Majority Voting of (a)-(e)Learning Setting=Zero-shot2022.04 | 48.7 | |
| Continuous Soft PromptLearning Setting=Few-shot2022.04 | 48.2 | |
| Event Type StructureLearning Setting=Zero-shot2022.04 | 48 | |
| DefinitionLearning Setting=Few-shot2022.04 | 46.7 | |
| DefinitionLearning Setting=Zero-shot2022.04 | 45.5 | |
| Lai et al. (2020b)Learning Setting=Few-shot2022.04 | 35.2 |