Open Information Extraction On Lsoie Wiki

Results

Performance results of various models on this benchmark

		Paper Title
SMiLe-OIE	51.73	Syntactic Multi-view Learning for Open Information Extraction
BERT + Dep-GCN - Const-GCN	50.21	Syntactic Multi-view Learning for Open Information Extraction
BERT + Dep-GCN [?] Const-GCN	49.89	Syntactic Multi-view Learning for Open Information Extraction
BERT + Const-GCN	49.71	Syntactic Multi-view Learning for Open Information Extraction
IMoJIE Kolluru et al. (2020)	49.24	Syntactic Multi-view Learning for Open Information Extraction
BERT + Dep-GCN	48.71	Syntactic Multi-view Learning for Open Information Extraction
BERT Solawetz and Larson (2021)	47.54	Syntactic Multi-view Learning for Open Information Extraction
CIGL-OIE + IGL-CA Kolluru et al. (2020)	44.75	Syntactic Multi-view Learning for Open Information Extraction
GloVe + bi-LSTM + CRF	44.48	Syntactic Multi-view Learning for Open Information Extraction
GloVe + bi-LSTM Stanovsky et al. (2018)	43.9	Syntactic Multi-view Learning for Open Information Extraction
CopyAttention Cui et al. (2018)	39.52	Syntactic Multi-view Learning for Open Information Extraction

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