BGNER: A boundary guidance framework for enhanced named entity recognition

Abstract Named Entity Recognition (NER) is a fundamental task in natural language processing that involves identifying and classifying text segments corresponding to real-world entities. Span-based NER methods, which treat each potential text segment as a candidate entity, have produced strong resul...

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Bibliographic Details
Main Authors: Yu He, Li Sun, Qianyu Yue, Haitao Wu, Xiaojuan Wang
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:https://doi.org/10.1007/s44443-025-00059-6
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