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Semantic Role Labeling on CoNLL Brown 2005 (test)

93.7F1

LISA

Updated 1mo ago

Evaluation Results

Method	Links
LISA 2018.04		93.7	95.5	91.9	-
He et al. (2017) 2018.04		92.4	89.3	95.7	-
Span-based SRL 2018.05		80.4	-	-	-
LISA 2018.04		78.25	79.02	77.49	-
LISA 2018.04		78.05	78.95	77.17	-
LISA 2018.04		76.54	76.65	76.44	-
SA 2018.04		76.35	77.1	75.61	-
Span-based SRL (Ours) 2018.05		76.1	73.9	78.4	-
He et al. (2018) 2018.04		76.1	73.9	78.4	-
DEEPATT 2017.12		74.8	74.6	75	48.6
Tan et al. (2018) 2018.05		74.8	-	-	-
LISA 2018.04		74.66	75.8	73.54	-
LISA 2018.04		74.55	74.77	74.32	-
DEEPATT 2017.12		74.1	73.5	74.6	48.4
Tan et al. (2018) 2018.05		74.1	-	-	-
Tan et al. (2018) 2018.04		74.1	73.5	74.6	-
Span-based SRL 2018.05		73.7	-	-	-
He et al. (2018) 2018.04		73.7	74.2	73.1	-
He et al. 2017.12		73.6	74.9	72.4	46.5
He et al. (2017) 2018.05		73.6	-	-	-
SA 2018.04		73.13	73.89	72.39	-
DEEPATT 2017.12		72.9	72.5	73.4	44.7
DEEPATT 2017.12		72.7	72.8	72.7	45.9
FitzGerald et al. 2017.12		72.2	74.5	70	41.3
FitzGerald et al. (2015) 2018.05		72.2	-	-	-
He et al. 2017.12		72.1	72.8	71.4	44.8
He et al. (2017) 2018.05		72.1	-	-	-
Yang and Mitchell (2017) 2018.05		72	-	-	-
LISA 2018.04		71.91	73.32	70.56	-
SA 2018.04		71.51	72.98	70.1	-
Tackström et al. 2017.12		71.3	74.3	68.6	39.8
Span-based SRL (Ours) 2018.05		70.8	69.7	71.9	-
He et al. (2018) 2018.04		70.8	69.7	71.9	-
He et al. (2017) 2018.05		70.1	69.7	70.5	-
He et al. (2017) PoE 2018.04		70.1	69.7	70.5	-
Zhou and Xu 2017.12		69.4	70.7	68.2	-
Zhou and Xu (2015) 2018.05		69.4	-	-	-
Toutanova et al. 2017.12		68.8	-	-	40.8
He et al. (2017) 2018.05		68.5	67.6	69.6	-
Punyakanok et al. 2017.12		67.8	73.4	62.9	32.3