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relation-extraction-on-gda

Relation Extraction
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PaperCodeF1ModelNameReleaseDate
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction✓ Link87.1SAISORE+CR+ET-SciBERT2021-09-24
A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction86.44Dense-CCNet-SciBERTbase2022-03-26
A Masked Image Reconstruction Network for Document-level Relation Extraction86.4DRE-MIR-SciBERT2022-04-21
Document-level Relation Extraction as Semantic Segmentation✓ Link85.3DocuNet-SciBERTbase2021-06-07
A sequence-to-sequence approach for document-level relation extraction✓ Link84.9seq2rel (entity hinting)2022-04-03
Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning84.7CGM2IR-SciBERTbase2022-01-13
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling✓ Link83.9SciBERT-ATLOPBASE2020-10-21
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction✓ Link83.9SSANBiaffine2021-02-20
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction✓ Link82.2LSR w/o MDP Nodes2020-05-13
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