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Relation Extraction On Nyt10 Hrl

Métriques

F1

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle
F1
Paper TitleRepository
CasRel (exact)70.11A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
HRL64.4A Hierarchical Framework for Relation Extraction with Reinforcement Learning
HRL Takanobu et al. (2019)64.4Revisiting the Negative Data of Distantly Supervised Relation Extraction
TPLinker71.93TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
TPLinker72.45TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
ReRe73.95Revisiting the Negative Data of Distantly Supervised Relation Extraction
ReRe (exact)73.4Revisiting the Negative Data of Distantly Supervised Relation Extraction
TPLinker Wang et al. (2020)*72.45Revisiting the Negative Data of Distantly Supervised Relation Extraction
CasRel (exact)70.11Revisiting the Negative Data of Distantly Supervised Relation Extraction
TPLinker Wang et al. (2020)*(exact)71.93Revisiting the Negative Data of Distantly Supervised Relation Extraction
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Relation Extraction On Nyt10 Hrl | SOTA | HyperAI