Argument Classification on ERE-EN (dev)
73.8F1 ScoreAMPERE (ROBERTa)
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=100%2023.05 | 73.8 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=100%2023.05 | 73.6 | |
| DEGREEType=Generation, Training Data Proportion=100%2023.05 | 73.3 | |
| OneIEType=Classification, Training Data Proportion=100%2023.05 | 71.2 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=50%2023.05 | 70.8 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=50%2023.05 | 70.6 | |
| DEGREEType=Generation, Training Data Proportion=50%2023.05 | 70.2 | |
| AMR-IEType=Classification, Training Data Proportion=100%2023.05 | 70.1 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=30%2023.05 | 69.7 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=30%2023.05 | 68.8 | |
| OneIEType=Classification, Training Data Proportion=50%2023.05 | 68.6 | |
| AMR-IEType=Classification, Training Data Proportion=50%2023.05 | 67.6 | |
| DEGREEType=Generation, Training Data Proportion=30%2023.05 | 67.1 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=10%2023.05 | 66.8 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=10%2023.05 | 66.7 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=20%2023.05 | 66.6 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=20%2023.05 | 66.6 | |
| OneIEType=Classification, Training Data Proportion=30%2023.05 | 65.6 | |
| AMR-IEType=Classification, Training Data Proportion=30%2023.05 | 65.2 | |
| Query and ExtractType=Classification, Training Data Proportion=100%2023.05 | 65 | |
| DEGREEType=Generation, Training Data Proportion=20%2023.05 | 63.9 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=5%2023.05 | 63.1 | |
| DEGREEType=Generation, Training Data Proportion=10%2023.05 | 62.5 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=5%2023.05 | 62.4 | |
| OneIEType=Classification, Training Data Proportion=20%2023.05 | 62 | |
| OneIEType=Classification, Training Data Proportion=10%2023.05 | 59.5 | |
| DEGREEType=Generation, Training Data Proportion=5%2023.05 | 57.2 | |
| Query and ExtractType=Classification, Training Data Proportion=50%2023.05 | 57 | |
| DyGIE++Type=Classification, Training Data Proportion=100%2023.05 | 56.8 | |
| AMR-IEType=Classification, Training Data Proportion=20%2023.05 | 56.8 | |
| AMR-IEType=Classification, Training Data Proportion=10%2023.05 | 55.2 | |
| DyGIE++Type=Classification, Training Data Proportion=50%2023.05 | 51.5 | |
| OneIEType=Classification, Training Data Proportion=5%2023.05 | 51.4 | |
| DyGIE++Type=Classification, Training Data Proportion=30%2023.05 | 50.1 | |
| Query and ExtractType=Classification, Training Data Proportion=30%2023.05 | 49.4 | |
| DyGIE++Type=Classification, Training Data Proportion=20%2023.05 | 49 | |
| DyGIE++Type=Classification, Training Data Proportion=10%2023.05 | 45.4 | |
| AMR-IEType=Classification, Training Data Proportion=5%2023.05 | 44.8 | |
| DyGIE++Type=Classification, Training Data Proportion=5%2023.05 | 42.2 | |
| Query and ExtractType=Classification, Training Data Proportion=20%2023.05 | 41.2 | |
| Query and ExtractType=Classification, Training Data Proportion=10%2023.05 | 37.3 | |
| Query and ExtractType=Classification, Training Data Proportion=5%2023.05 | 22 |