Argument identification and classification on ACE EN 05
56.8F1 ScoreOneIE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OneIEAnnotation level=Token Annotation + Entity Annotation, PLM=BERT-large2021.06 | 56.8 | — | — | |
| OneIE w/o GlobalAnnotation level=Token Annotation + Entity Annotation, PLM=BERT-large2021.06 | 53.9 | — | — | |
| TEXT2EVENTAnnotation level=Parallel Text-Record Annotation, PLM=T5-large2021.06 | 53.8 | 52.5 | 55.2 | |
| MQAEEAnnotation level=Token Annotation, PLM=3 x BERT-large2021.06 | 53.4 | — | — | |
| EEQAAnnotation level=Token Annotation, PLM=2 x BERT-base2021.06 | 53.3 | 56.8 | 50.2 | |
| GAILAnnotation level=Token Annotation + Entity Annotation, PLM=ELMo2021.06 | 52.4 | 61.6 | 45.7 | |
| Joint3EEAnnotation level=Token Annotation + Entity Annotation2021.06 | 52.1 | 52.1 | 52.1 | |
| TEXT2EVENTAnnotation level=Parallel Text-Record Annotation, PLM=T5-base2021.06 | 49.8 | 46.7 | 53.4 | |
| DYGIE++Annotation level=Token Annotation + Entity Annotation, PLM=BERT-large2021.06 | 48.8 | — | — | |
| Multi-Task TANLAnnotation level=Token Annotation, PLM=T5-base2021.06 | 48.5 | — | — | |
| TANLAnnotation level=Token Annotation, PLM=T5-base2021.06 | 47.6 | — | — |