Application of Decoupled Knowledge Distillation Method in Document-level RelationExtraction

Document-level relation extraction is an important research direction in the field of natural language processing,aiming to extract semantic relationships between entities from unstructured or semi-structured natural language documents.This paper proposes a solution combining decoupled knowledge dis...

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Autor principal:	LIU Le, XIAO Rong, YANG Xiao
Format:	Artigo
Idioma:	Chinês
Publicat:	Editorial office of Computer Science 2025-08-01
Col·lecció:	Jisuanji kexue
Matèries:	natural language processing|document-level relation extraction|docred|cross multi-head attention|decoupled knowledge distillation|distantly supervised data|kullback-leibler divergence
Accés en línia:	https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2025-52-8-277.pdf
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