What can knowledge graph do for few-shot named entity recognition

Due to its extensive applicability in various downstream domains, few-shot named entity recognition (NER) has attracted increasing attention, particularly in areas where acquiring sufficient labeled data poses a significant challenge. Recent studies have highlighted the potential of knowledge graphs...

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Autors principals:	Binling Nie, Yiming Shao, Yigang Wang
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2025-08-01
Col·lecció:	Web Semantics
Matèries:	Few-shot NER Knowledge graph Knowledge fusion
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S157082682500006X
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