Lexicon-enhanced transformer with spatial-aware integration for Chinese named entity recognition

Abstract Chinese Named Entity Recognition (CNER) is a fundamental and crucial task in information extraction. In recent years, pre-trained language and lexicon-based models have proven more powerful than the previous character-based models in CNER tasks. However, existing lexicon-enhanced BERT model...

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Bibliographic Details
Main Authors: Jiachen Huang, Shuo Liu
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Complex & Intelligent Systems
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Online Access:https://doi.org/10.1007/s40747-025-01953-2
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