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

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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Bibliographic Details
Main Authors: Binling Nie, Yiming Shao, Yigang Wang
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Web Semantics
Subjects:
Few-shot NER
Knowledge graph
Knowledge fusion
Online Access:http://www.sciencedirect.com/science/article/pii/S157082682500006X
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