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relation-extraction-on-nyt11-hrl

Relation Extraction
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PaperCodeF1ModelNameReleaseDate
Revisiting the Negative Data of Distantly Supervised Relation Extraction✓ Link56.23RERE2021-05-21
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking✓ Link55.67TPLinker2020-10-26
Revisiting the Negative Data of Distantly Supervised Relation Extraction✓ Link55.47ReRe (exact)2021-05-21
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking✓ Link55.28TPLinker2020-10-26
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction✓ Link53.9CasRel2019-09-07
A Hierarchical Framework for Relation Extraction with Reinforcement Learning✓ Link53.8HRL2018-11-09
Revisiting the Negative Data of Distantly Supervised Relation Extraction✓ Link53.8HRL2021-05-21
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures✓ Link53.1SPTree2016-01-05
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction✓ Link51.25CasRel (exact)2019-09-07
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme✓ Link47.9NovelTagging2017-06-07
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases✓ Link43Cotype2016-10-27
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism✓ Link42.1CopyR2018-07-01
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