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Relation Extraction On Nyt10 Hrl

评估指标

F1

评测结果

各个模型在此基准测试上的表现结果

模型名称
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-
0 of 10 row(s) selected.
Relation Extraction On Nyt10 Hrl | SOTA | HyperAI超神经