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Open Information Extraction on LSOIE sci (test)

60.51F1 Score

SMiLe-OIE

Updated 1mo ago

Evaluation Results

Method	Links
SMiLe-OIE 2022.12		60.51	57.22
BERT + Dep-GCN → Const-GCN 2022.12		59.53	55.92
BERT + Dep-GCN ⊕ Const-GCN 2022.12		59.23	56.47
BERT + Const-GCN → Dep-GCN 2022.12		58.81	56.04
IMOJIE 2022.12		58.75	55.81
BERT + Const-GCN 2022.12		58.67	55.76
BERT + Dep-GCN 2022.12		58.14	55.32
BERT 2022.12		57.02	53.23
CIGL-OIE + IGL-CA 2022.12		56.62	52.37
GloVe + bi-LSTM + CRF 2022.12		50.85	46.23
GloVe + bi-LSTM 2022.12		50.51	45.95
CopyAttention 2022.12		48.82	46.84