Named Entity Recognition Based on Multi-Class Label Prompt Selection and Core Entity Replacement

At present, researchers are showing a marked interest in the topic of few-shot named entity recognition (NER). Previous studies have demonstrated that prompt-based learning methods can effectively improve the performance of few-shot NER models and can reduce the need for annotated data. However, the...

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Detalhes bibliográficos

Principais autores:	Di Wu, Yao Chen, Mingyue Yan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-05-01
coleção:	Applied Sciences
Assuntos:	few-shot named entity recognition multi-class label prompt selecting demonstration prompt core entity replacement
Acesso em linha:	https://www.mdpi.com/2076-3417/15/11/6171
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