Argument Classification on ERE-EN (test)
75.4F1 ScoreAMPERE (AMRBART)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=100%2023.05 | 75.4 | — | — | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=100%2023.05 | 75 | — | — | |
| DEGREEType=Generation, Training Data Proportion=100%2023.05 | 74.9 | — | — | |
| DEGREEType=Generation, Training Data Proportion=50%2023.05 | 73.3 | — | — | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=50%2023.05 | 72.5 | — | — | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=50%2023.05 | 72.5 | — | — | |
| AMR-IEType=Classification, Training Data Proportion=100%2023.05 | 71.5 | — | — | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=30%2023.05 | 71.3 | — | — | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=30%2023.05 | 70.5 | — | — | |
| OneIEType=Classification, Training Data Proportion=100%2023.05 | 70.1 | — | — | |
| DEGREEType=Generation, Training Data Proportion=30%2023.05 | 69.1 | — | — | |
| AMR-IEType=Classification, Training Data Proportion=50%2023.05 | 68.9 | — | — | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=20%2023.05 | 68.5 | — | — | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=20%2023.05 | 68.4 | — | — | |
| OneIEType=Classification, Training Data Proportion=50%2023.05 | 67.7 | — | — | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=10%2023.05 | 67.7 | — | — | |
| DEGREEType=Generation, Training Data Proportion=20%2023.05 | 67.4 | — | — | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=10%2023.05 | 66.7 | — | — | |
| OneIEType=Classification, Training Data Proportion=30%2023.05 | 66.1 | — | — | |
| AMR-IEType=Classification, Training Data Proportion=30%2023.05 | 65.6 | — | — | |
| Query and ExtractType=Classification, Training Data Proportion=100%2023.05 | 64.3 | — | — | |
| DEGREEType=Generation, Training Data Proportion=10%2023.05 | 63.9 | — | — | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=5%2023.05 | 63.2 | — | — | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=5%2023.05 | 62.9 | — | — | |
| OneIEType=Classification, Training Data Proportion=20%2023.05 | 62.3 | — | — | |
| AMR-IEType=Classification, Training Data Proportion=20%2023.05 | 60.4 | — | — | |
| Query and ExtractType=Classification, Training Data Proportion=50%2023.05 | 57.7 | — | — | |
| DEGREEType=Generation, Training Data Proportion=5%2023.05 | 57.5 | — | — | |
| OneIEType=Classification, Training Data Proportion=10%2023.05 | 56.1 | — | — | |
| DyGIE++Type=Classification, Training Data Proportion=100%2023.05 | 56 | — | — | |
| GTEE-DYNPREFLearning Setting=Supervised2022.05 | 55.1 | 51.9 | 58.8 | |
| DyGIE++Type=Classification, Training Data Proportion=50%2023.05 | 53.7 | — | — | |
| AMR-IEType=Classification, Training Data Proportion=10%2023.05 | 53.7 | — | — | |
| DyGIE++Type=Classification, Training Data Proportion=30%2023.05 | 52 | — | — | |
| ONEIELearning Setting=Supervised2022.05 | 50.5 | 51.8 | 49.2 | |
| Query and ExtractType=Classification, Training Data Proportion=30%2023.05 | 50.1 | — | — | |
| DEGREE-E2ELearning Setting=Supervised2022.05 | 49.6 | — | — | |
| DyGIE++Type=Classification, Training Data Proportion=20%2023.05 | 49.5 | — | — | |
| OneIEType=Classification, Training Data Proportion=5%2023.05 | 49.5 | — | — | |
| TEXT2EVENTLearning Setting=Supervised2022.05 | 48.3 | 49.4 | 47.2 | |
| DyGIE++Type=Classification, Training Data Proportion=10%2023.05 | 44.6 | — | — | |
| AMR-IEType=Classification, Training Data Proportion=5%2023.05 | 44.1 | — | — | |
| Query and ExtractType=Classification, Training Data Proportion=20%2023.05 | 42.4 | — | — | |
| DyGIE++Type=Classification, Training Data Proportion=5%2023.05 | 40 | — | — | |
| Query and ExtractType=Classification, Training Data Proportion=10%2023.05 | 34 | — | — | |
| Query and ExtractType=Classification, Training Data Proportion=5%2023.05 | 19.7 | — | — |