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Open Information Extraction on LSOIE wiki (test)

51.73F1 Score

SMiLe-OIE

Updated 1mo ago

Evaluation Results

Method	Links
SMiLe-OIE 2022.12		51.73	50.88
BERT + Dep-GCN → Const-GCN 2022.12		50.21	49.28
BERT + Dep-GCN ⊕ Const-GCN 2022.12		49.89	49.15
BERT + Const-GCN 2022.12		49.74	48.55
BERT + Const-GCN → Dep-GCN 2022.12		49.71	48.8
IMOJIE 2022.12		49.24	47.55
BERT + Dep-GCN 2022.12		48.71	47.87
BERT 2022.12		47.54	44.71
CIGL-OIE + IGL-CA 2022.12		44.75	41.98
GloVe + bi-LSTM + CRF 2022.12		44.48	38.72
GloVe + bi-LSTM 2022.12		43.9	38.04
CopyAttention 2022.12		39.52	35.99