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ResearchFormerly WizWand

Semantic Role Labeling on CoNLL 2012

97.2F1 ScoreDEEPSTRUCT
78.68883.49488.393.106Oct 4, 2018May 12, 2019Dec 19, 2019Jul 27, 2020Mar 5, 2021Oct 12, 2021May 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DEEPSTRUCTmode=multi-task2022.0597.2
DEEPSTRUCTmode=w/ finetune2022.0596
TANLTraining Setting=standard2021.0187.7
TANLTraining Setting=multi-task2021.0187.7
TANL2022.0587.7
TANLTraining Setting=multi-dataset2021.0187.6
ELMO-SPANModel Type=Ensemble2018.1087
BERT SRLTraining Setting=standard2021.0186.5
Shi and Lin, 20192022.0586.5
ELMO-SPANModel Type=Single2018.1086.2
He+ 18Model Type=Single2018.1085.5
Tan+ 18Model Type=Ensemble2018.1083.9
He+ 17Model Type=Ensemble2018.1083.4
Dep and SpanTraining Setting=standard2021.0183.1
Tan+ 18Model Type=Single2018.1082.7
He+ 17Model Type=Single2018.1081.7
Peters+ 18Model Type=Single2018.1081.6
Zhou+ 15Model Type=Single2018.1081.3
FitzGerald+ 15Model Type=Ensemble2018.1080.1
FitzGerald+ 15Model Type=Single2018.1079.6
Täckström+ 15Model Type=Single2018.1079.4