Argument Identification and Classification on ACE05-E (dev)
80.9Arg-I ScoreAMPERE (ROBERTa)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AMPERE (ROBERTa)Data Proportion=100%2023.05 | 80.9 | 76.6 | |
| AMPERE (AMRBART)Data Proportion=100%2023.05 | 80 | 75.6 | |
| PAIEData Proportion=100%2023.05 | 78.5 | 74.1 | |
| DEGREEData Proportion=100%2023.05 | 78.4 | 73.8 | |
| AMR-IEData Proportion=100%2023.05 | 77.7 | 73.1 | |
| AMPERE (ROBERTa)Data Proportion=30%2023.05 | 76.8 | 71.8 | |
| AMPERE (AMRBART)Data Proportion=30%2023.05 | 76.5 | 71.2 | |
| AMPERE (AMRBART)Data Proportion=50%2023.05 | 76.5 | 72.7 | |
| AMPERE (ROBERTa)Data Proportion=50%2023.05 | 76.4 | 72.5 | |
| OneIEData Proportion=100%2023.05 | 76 | 71.8 | |
| DEGREEData Proportion=50%2023.05 | 75.9 | 70.5 | |
| DEGREEData Proportion=30%2023.05 | 75.6 | 68.9 | |
| PAIEData Proportion=50%2023.05 | 75.1 | 70.3 | |
| AMR-IEData Proportion=50%2023.05 | 74.7 | 70.6 | |
| OneIEData Proportion=50%2023.05 | 74.6 | 70.4 | |
| PAIEData Proportion=30%2023.05 | 74.5 | 69.3 | |
| OneIEData Proportion=30%2023.05 | 73 | 67.6 | |
| AMR-IEData Proportion=30%2023.05 | 72.4 | 67.4 | |
| AMPERE (AMRBART)Data Proportion=20%2023.05 | 72 | 67.2 | |
| AMPERE (ROBERTa)Data Proportion=20%2023.05 | 71.5 | 66.6 | |
| PAIEData Proportion=20%2023.05 | 70.4 | 64.6 | |
| DEGREEData Proportion=20%2023.05 | 69.7 | 62.5 | |
| AMPERE (AMRBART)Data Proportion=10%2023.05 | 68.5 | 61.5 | |
| OneIEData Proportion=20%2023.05 | 68.2 | 63.2 | |
| AMPERE (ROBERTa)Data Proportion=10%2023.05 | 68.2 | 61.5 | |
| Query and ExtractData Proportion=100%2023.05 | 67.9 | 61.7 | |
| DyGIE++Data Proportion=100%2023.05 | 67.2 | 60 | |
| AMR-IEData Proportion=20%2023.05 | 66.8 | 61.3 | |
| DyGIE++Data Proportion=50%2023.05 | 65.4 | 57.9 | |
| DEGREEData Proportion=10%2023.05 | 65.1 | 56.8 | |
| PAIEData Proportion=10%2023.05 | 64.1 | 57.6 | |
| DyGIE++Data Proportion=30%2023.05 | 63 | 57.5 | |
| OneIEData Proportion=10%2023.05 | 62.3 | 56 | |
| AMPERE (ROBERTa)Data Proportion=5%2023.05 | 62.1 | 53.2 | |
| AMR-IEData Proportion=10%2023.05 | 62 | 56.4 | |
| Query and ExtractData Proportion=50%2023.05 | 61.7 | 54.6 | |
| AMPERE (AMRBART)Data Proportion=5%2023.05 | 59.9 | 52.3 | |
| DyGIE++Data Proportion=20%2023.05 | 58.9 | 52.5 | |
| Query and ExtractData Proportion=30%2023.05 | 58.8 | 50 | |
| DyGIE++Data Proportion=10%2023.05 | 57.3 | 48.5 | |
| PAIEData Proportion=5%2023.05 | 55.2 | 46.6 | |
| AMR-IEData Proportion=5%2023.05 | 49.7 | 40 | |
| Query and ExtractData Proportion=20%2023.05 | 49 | 37.6 | |
| OneIEData Proportion=5%2023.05 | 48 | 38.6 | |
| DEGREEData Proportion=5%2023.05 | 47.6 | 41.4 | |
| DyGIE++Data Proportion=5%2023.05 | 44.6 | 34.6 | |
| Query and ExtractData Proportion=10%2023.05 | 43 | 27.7 | |
| Query and ExtractData Proportion=5%2023.05 | 41.6 | 10.5 |