Argument Identification and Classification on ACE05-E (test)
76.7Arg-I ScoreAMPERE (ROBERTa)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AMPERE (ROBERTa)Data Proportion=100%2023.05 | 76.7 | 74.2 | |
| AMPERE (AMRBART)Data Proportion=100%2023.05 | 76 | 73.4 | |
| DEGREEData Proportion=100%2023.05 | 75.6 | 73 | |
| PAIEData Proportion=100%2023.05 | 75 | 72.1 | |
| AMPERE (ROBERTa)Data Proportion=50%2023.05 | 74.6 | 71.9 | |
| AMPERE (AMRBART)Data Proportion=50%2023.05 | 74.4 | 71.1 | |
| OneIEData Proportion=100%2023.05 | 73.7 | 70.7 | |
| AMR-IEData Proportion=100%2023.05 | 73.6 | 70.3 | |
| AMPERE (AMRBART)Data Proportion=30%2023.05 | 73.3 | 69.7 | |
| AMPERE (ROBERTa)Data Proportion=30%2023.05 | 73.1 | 69.5 | |
| PAIEData Proportion=50%2023.05 | 72.8 | 69.1 | |
| OneIEData Proportion=50%2023.05 | 72 | 68.3 | |
| DEGREEData Proportion=50%2023.05 | 71.4 | 68.2 | |
| PAIEData Proportion=30%2023.05 | 71.3 | 65.8 | |
| AMPERE (ROBERTa)Data Proportion=20%2023.05 | 70.5 | 66.4 | |
| DEGREEData Proportion=30%2023.05 | 70.3 | 65.8 | |
| AMPERE (AMRBART)Data Proportion=20%2023.05 | 70.2 | 66.4 | |
| AMR-IEData Proportion=50%2023.05 | 69.5 | 66.1 | |
| OneIEData Proportion=30%2023.05 | 67.8 | 63 | |
| PAIEData Proportion=20%2023.05 | 67.8 | 62.8 | |
| AMPERE (ROBERTa)Data Proportion=10%2023.05 | 67.8 | 61.7 | |
| AMR-IEData Proportion=30%2023.05 | 67.2 | 62.6 | |
| AMPERE (AMRBART)Data Proportion=10%2023.05 | 66 | 61 | |
| OneIEData Proportion=20%2023.05 | 64.6 | 59.6 | |
| DEGREEData Proportion=20%2023.05 | 64.2 | 58.9 | |
| DyGIE++Data Proportion=100%2023.05 | 63.6 | 57.4 | |
| AMR-IEData Proportion=20%2023.05 | 63.2 | 58.3 | |
| DEGREEData Proportion=10%2023.05 | 63 | 57.7 | |
| Query and ExtractData Proportion=100%2023.05 | 62.4 | 59.1 | |
| PAIEData Proportion=10%2023.05 | 62 | 56.3 | |
| DyGIE++Data Proportion=50%2023.05 | 61 | 54.4 | |
| AMPERE (ROBERTa)Data Proportion=5%2023.05 | 61 | 53.4 | |
| DyGIE++Data Proportion=30%2023.05 | 59.9 | 53.2 | |
| AMPERE (AMRBART)Data Proportion=5%2023.05 | 59.8 | 52.4 | |
| DyGIE++Data Proportion=20%2023.05 | 57.7 | 49.5 | |
| Query and ExtractData Proportion=50%2023.05 | 56.1 | 49.6 | |
| OneIEData Proportion=10%2023.05 | 55.4 | 50 | |
| AMR-IEData Proportion=10%2023.05 | 53.3 | 48.5 | |
| PAIEData Proportion=5%2023.05 | 52.2 | 46.3 | |
| Query and ExtractData Proportion=30%2023.05 | 51.1 | 44.3 | |
| DyGIE++Data Proportion=10%2023.05 | 50.5 | 42.2 | |
| DEGREEData Proportion=5%2023.05 | 47.7 | 41.7 | |
| Query and ExtractData Proportion=20%2023.05 | 45.6 | 34.3 | |
| AMR-IEData Proportion=5%2023.05 | 43.2 | 36.8 | |
| OneIEData Proportion=5%2023.05 | 41.3 | 34.6 | |
| DyGIE++Data Proportion=5%2023.05 | 39.2 | 29.3 | |
| Query and ExtractData Proportion=5%2023.05 | 36.8 | 11 | |
| Query and ExtractData Proportion=10%2023.05 | 33.1 | 20.9 |