Event Argument Extraction on MLEE (test)
75.2Arg-I ScoreDEEIA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEEIAScheme=Prompt-based multi-event, PLM=ROBERTa-l2024.05 | 75.2 | 74.3 | |
| TabEAE-multiScheme=Prompt-based multi-event, PLM=ROBERTa-l2024.05 | 75.1 | 74.2 | |
| TSARScheme=Span-based single-event, PLM=ROBERTa-l2024.05 | 72.6 | 71.5 | |
| TSARScheme=Span-based single-event, PLM=BERT-b2024.05 | 72.3 | 71.2 | |
| PAIEScheme=Prompt-based single-event, PLM=BART-l2024.05 | 72.1 | 70.8 | |
| TabEAEScheme=Prompt-based single-event, PLM=ROBERTa-l2024.05 | 71.9 | 71 | |
| PAIE-multiScheme=Prompt-based multi-event, PLM=BART-l2024.05 | 71.3 | 69.5 | |
| BART-GenScheme=Generation single-event, PLM=BART-l2024.05 | 71 | 69.8 | |
| EEQAScheme=Generation single-event, PLM=BART-l2024.05 | 70.3 | 68.7 |