Relation Extraction On Gda

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	F1	Paper Title	Repository
DocuNet-SciBERTbase	85.3	Document-level Relation Extraction as Semantic Segmentation
Dense-CCNet-SciBERTbase	86.44	A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction	-
SciBERT-ATLOPBASE	83.9	Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
seq2rel (entity hinting)	84.9	A sequence-to-sequence approach for document-level relation extraction
SSANBiaffine	83.9	Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction
LSR w/o MDP Nodes	82.2	Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
DRE-MIR-SciBERT	86.4	A Masked Image Reconstruction Network for Document-level Relation Extraction	-
SAISORE+CR+ET-SciBERT	87.1	SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction
CGM2IR-SciBERTbase	84.7	Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning	-

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