OpenCodePapers

semantic-role-labeling-predicted-predicates-1

Semantic Role LabelingSemantic Role Labeling (predicted predicates)
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeF1ModelNameReleaseDate
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling✓ Link88.59Fei et al. 2021 (HeSyFu) + RoBERTa
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments✓ Link85.45CRF2O + BERT2021-10-13
Linguistically-Informed Self-Attention for Semantic Role Labeling✓ Link83.38LISA + ELMo2018-04-23
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling✓ Link82.9He et al. 2018 + ELMo2018-05-12
Generalizing Natural Language Analysis through Span-relation Representations✓ Link82.4SpanRel2019-11-10
Linguistically-Informed Self-Attention for Semantic Role Labeling✓ Link82.33LISA2018-04-23
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling✓ Link79.8He et al. 20182018-05-12
Check out how to contribute new results.