OpenCodePapers
semantic-role-labeling-on-conll-2005
Semantic Role Labeling
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ModelName
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An MRC Framework for Semantic Role Labeling
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90.0
MRC-SRL
2021-09-14
Syntax-driven Approach for Semantic Role Labeling
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89.80
SRL-MM + XLNet
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments
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89.54
CRF2o + RoBERTa
2021-10-13
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
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89.04
HeSyFu
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments
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89.03
CRF2o + BERT
2021-10-13
Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling
88.93
Mohammadshahi and Henderson (2021)
2021-04-15
A Span Selection Model for Semantic Role Labeling
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88.5
BiLSTM-Span (Ensemble, predicates given)
2018-10-04
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments
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87.87
CRF2o
2021-10-13
Dependency or Span, End-to-End Uniform Semantic Role Labeling
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87.7
Li et al. (2019) (Ensemble)
2019-01-16
A Span Selection Model for Semantic Role Labeling
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87.6
BiLSTM-Span
2018-10-04
Dependency or Span, End-to-End Uniform Semantic Role Labeling
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86.3
Li et al. (2019) + ELMo
2019-01-16
Linguistically-Informed Self-Attention for Semantic Role Labeling
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86.04
LISA
2018-04-23
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
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86.0
He et al. (2018) + ELMo
2018-05-12
Dependency or Span, End-to-End Uniform Semantic Role Labeling
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83.0
Li et al. (2019)
2019-01-16
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
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82.5
He et al. (2018)
2018-05-12