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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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Di Wu, Yao Chen, Mingyue Yan
Format:	Article
Language:	English
Published:	MDPI AG 2025-05-01
Subjects:	few-shot named entity recognition multi-class label prompt selecting demonstration prompt core entity replacement
Online Access:	https://www.mdpi.com/2076-3417/15/11/6171