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ResearchFormerly WizWand

Argument Classification on ERE-EN (dev)

73.8F1 ScoreAMPERE (ROBERTa)
19.92833.91447.961.886May 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
AMPERE (ROBERTa)Type=Generation, Training Data Proportion=100%2023.0573.8
AMPERE (AMRBART)Type=Generation, Training Data Proportion=100%2023.0573.6
DEGREEType=Generation, Training Data Proportion=100%2023.0573.3
OneIEType=Classification, Training Data Proportion=100%2023.0571.2
AMPERE (AMRBART)Type=Generation, Training Data Proportion=50%2023.0570.8
AMPERE (ROBERTa)Type=Generation, Training Data Proportion=50%2023.0570.6
DEGREEType=Generation, Training Data Proportion=50%2023.0570.2
AMR-IEType=Classification, Training Data Proportion=100%2023.0570.1
AMPERE (ROBERTa)Type=Generation, Training Data Proportion=30%2023.0569.7
AMPERE (AMRBART)Type=Generation, Training Data Proportion=30%2023.0568.8
OneIEType=Classification, Training Data Proportion=50%2023.0568.6
AMR-IEType=Classification, Training Data Proportion=50%2023.0567.6
DEGREEType=Generation, Training Data Proportion=30%2023.0567.1
AMPERE (AMRBART)Type=Generation, Training Data Proportion=10%2023.0566.8
AMPERE (ROBERTa)Type=Generation, Training Data Proportion=10%2023.0566.7
AMPERE (AMRBART)Type=Generation, Training Data Proportion=20%2023.0566.6
AMPERE (ROBERTa)Type=Generation, Training Data Proportion=20%2023.0566.6
OneIEType=Classification, Training Data Proportion=30%2023.0565.6
AMR-IEType=Classification, Training Data Proportion=30%2023.0565.2
Query and ExtractType=Classification, Training Data Proportion=100%2023.0565
DEGREEType=Generation, Training Data Proportion=20%2023.0563.9
AMPERE (ROBERTa)Type=Generation, Training Data Proportion=5%2023.0563.1
DEGREEType=Generation, Training Data Proportion=10%2023.0562.5
AMPERE (AMRBART)Type=Generation, Training Data Proportion=5%2023.0562.4
OneIEType=Classification, Training Data Proportion=20%2023.0562
OneIEType=Classification, Training Data Proportion=10%2023.0559.5
DEGREEType=Generation, Training Data Proportion=5%2023.0557.2
Query and ExtractType=Classification, Training Data Proportion=50%2023.0557
DyGIE++Type=Classification, Training Data Proportion=100%2023.0556.8
AMR-IEType=Classification, Training Data Proportion=20%2023.0556.8
AMR-IEType=Classification, Training Data Proportion=10%2023.0555.2
DyGIE++Type=Classification, Training Data Proportion=50%2023.0551.5
OneIEType=Classification, Training Data Proportion=5%2023.0551.4
DyGIE++Type=Classification, Training Data Proportion=30%2023.0550.1
Query and ExtractType=Classification, Training Data Proportion=30%2023.0549.4
DyGIE++Type=Classification, Training Data Proportion=20%2023.0549
DyGIE++Type=Classification, Training Data Proportion=10%2023.0545.4
AMR-IEType=Classification, Training Data Proportion=5%2023.0544.8
DyGIE++Type=Classification, Training Data Proportion=5%2023.0542.2
Query and ExtractType=Classification, Training Data Proportion=20%2023.0541.2
Query and ExtractType=Classification, Training Data Proportion=10%2023.0537.3
Query and ExtractType=Classification, Training Data Proportion=5%2023.0522