OpenCodePapers

relation-extraction-on-cdr

Relation Extraction
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
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction✓ Link79SAISORE+CR+ET-SciBERT2021-09-24
A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction77.06Dense-CCNet-SciBERTbase2022-03-26
A Masked Image Reconstruction Network for Document-level Relation Extraction76.6DRE-MIR-SciBERT2022-04-21
Document-level Relation Extraction as Semantic Segmentation✓ Link76.3DocuNet-SciBERTbase2021-06-07
Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning73.8CGM2IR-SciBERTbase2022-01-13
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling✓ Link69.4SciBERT-ATLOPBASE2020-10-21
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction✓ Link68.7SSANBiaffine2021-02-20
A sequence-to-sequence approach for document-level relation extraction✓ Link67.2seq2rel (entity hinting)2022-04-03
Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet Information✓ Link65BioRelation-Extraction_BERT_SDP_Triplets2021-10-01
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction✓ Link64.8LSR w/o MDP Nodes2020-05-13
Check out how to contribute new results.