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Dependency Semantic Role Labeling on CoNLL 2009 (test)

93.03F1 Score

SynG2G-Tr+Gold

Updated 1mo ago

Evaluation Results

Method	Links
SynG2G-Tr+Gold 2021.04		93.03	92.71	93.37
Fei et al. (2021) 2021.04		92.5	92.5	92.5
SynG2G-Tr 2021.04		91.23	91.31	91.16
Chen et al. (2019) 2021.04		91.06	90.74	91.38
Munir et al. (2021) 2021.04		90.9	91.2	90.6
He et al. (2019) 2021.04		90.86	90.41	91.32
Cai and Lapata (2019a) 2021.04		90.7	91.1	90.4
Li et al. (b) AAAI (ELMo+biaffine) 2019.01		90.4	-	-
Li et al. (2019) 2021.04		90.4	89.6	91.2
Kasai et al. (2019) 2021.04		90.2	90.3	90
SynG2G-Tr 2021.04		90.03	89.78	90.28
Li et al. (a) (ELMo) 2019.01		89.8	-	-
Cai et al. (biaffine) 2019.01		89.6	-	-
Cai et al. (2018) 2021.04		89.6	89.9	89.2
Cai and Lapata (2019c) 2021.04		89.6	90.5	88.6
He et al. (b) (ELMo) 2019.01		89.5	-	-
He et al. (2018b) 2021.04		89.5	89.7	89.3
Kasai et al. (2019) 2021.04		88.6	89	88.2
Li et al. (2019) 2021.04		88.05	86.38	89.78
Marcheggiani and Titov (GCNs) 2019.01		88	-	-
M&T(2017) 2021.04		88	89.1	86.8
Roth and Lapata (PathLSTM) 2019.01		87.7	-	-
Marcheggiani et al. (BiLSTM) 2019.01		87.7	-	-
SynG2G-Tr 2021.04		87.7	88.7	86.8
Marcheggiani et al. (2017) 2021.04		87.7	88.7	86.8
Björkelund et al. (structured) 2019.01		87.3	-	-
Björkelund et al. (global) 2019.01		86.9	-	-
Zhao et al. (ME) 2019.01		86.2	-	-
Li et al. (2019) 2021.04		85.59	84.1	87.07
SynG2G-Tr 2021.04		85.3	84.5	86.1
Cai et al. (2018) 2021.04		85	84.7	85.2
He et al. (2018b) 2021.04		83.3	83.9	82.7
Lyu et al. (2019) 2021.04		-	90.99	-