Argument Identification and Classification on ERE-EN (dev)
78.1Arg-IAMPERE (AMRBART)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AMPERE (AMRBART)Data Proportion=100%2023.05 | 78.1 | 73.6 | |
| AMPERE (ROBERTa)Data Proportion=100%2023.05 | 77.9 | 73.8 | |
| DEGREEData Proportion=100%2023.05 | 77.4 | 73.3 | |
| AMPERE (AMRBART)Data Proportion=50%2023.05 | 76.7 | 70.8 | |
| AMPERE (ROBERTa)Data Proportion=50%2023.05 | 75.7 | 70.6 | |
| OneIEData Proportion=100%2023.05 | 75.5 | 71.2 | |
| DEGREEData Proportion=50%2023.05 | 75.4 | 70.2 | |
| AMR-IEData Proportion=100%2023.05 | 75.3 | 70.1 | |
| AMPERE (AMRBART)Data Proportion=30%2023.05 | 74.9 | 68.8 | |
| AMPERE (ROBERTa)Data Proportion=30%2023.05 | 74.6 | 69.7 | |
| OneIEData Proportion=50%2023.05 | 73.6 | 68.5 | |
| DEGREEData Proportion=30%2023.05 | 73.4 | 67.1 | |
| AMR-IEData Proportion=50%2023.05 | 73 | 67.6 | |
| AMPERE (AMRBART)Data Proportion=10%2023.05 | 72.8 | 66.8 | |
| AMPERE (ROBERTa)Data Proportion=10%2023.05 | 72.7 | 66.7 | |
| AMPERE (ROBERTa)Data Proportion=20%2023.05 | 71.7 | 66.6 | |
| AMPERE (AMRBART)Data Proportion=20%2023.05 | 71.5 | 66 | |
| OneIEData Proportion=30%2023.05 | 70.8 | 65.5 | |
| AMR-IEData Proportion=30%2023.05 | 70.5 | 65.2 | |
| Query and ExtractData Proportion=100%2023.05 | 70.4 | 65 | |
| AMPERE (ROBERTa)Data Proportion=5%2023.05 | 69.9 | 63.1 | |
| DEGREEData Proportion=10%2023.05 | 69.7 | 62.5 | |
| DEGREEData Proportion=20%2023.05 | 69.2 | 63.9 | |
| AMPERE (AMRBART)Data Proportion=5%2023.05 | 69.2 | 62.4 | |
| OneIEData Proportion=20%2023.05 | 68.6 | 62 | |
| OneIEData Proportion=10%2023.05 | 65.6 | 59.5 | |
| DEGREEData Proportion=5%2023.05 | 64.2 | 57.2 | |
| DyGIE++Data Proportion=100%2023.05 | 63.8 | 56.8 | |
| Query and ExtractData Proportion=50%2023.05 | 63.5 | 57 | |
| AMR-IEData Proportion=20%2023.05 | 63 | 56.9 | |
| AMR-IEData Proportion=10%2023.05 | 61.2 | 55.2 | |
| DyGIE++Data Proportion=50%2023.05 | 58.8 | 51.5 | |
| DyGIE++Data Proportion=30%2023.05 | 57.3 | 50.1 | |
| DyGIE++Data Proportion=20%2023.05 | 56.8 | 49 | |
| OneIEData Proportion=5%2023.05 | 56.8 | 51.4 | |
| Query and ExtractData Proportion=30%2023.05 | 56.1 | 49.4 | |
| DyGIE++Data Proportion=10%2023.05 | 52.9 | 45.4 | |
| DyGIE++Data Proportion=5%2023.05 | 51.8 | 42.2 | |
| Query and ExtractData Proportion=20%2023.05 | 49 | 41.2 | |
| AMR-IEData Proportion=5%2023.05 | 48.4 | 44.8 | |
| Query and ExtractData Proportion=10%2023.05 | 45.9 | 37.3 | |
| Query and ExtractData Proportion=5%2023.05 | 34.8 | 22 |