Chinese medical named entity recognition model based on local enhancement

Chinese medical named entity recognition model based on local enhancement

In the medical field, the recognition of medical entities is often influenced by their adjacent context, the current named entity recognition methods typically rely on BiLSTM to capture the global dependency relationships within text, lacking modeling of local dependencies between characters. To res...

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Bibliographic Details
Main Authors: CHEN Jing, XING Kexuan, MENG Weilun, GUO Jingfeng, FENG Jianzhou
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-07-01
Series:Tongxin xuebao
Subjects:
Chinese named entity recognition
contextual environment
attention mechanism
multi-source information
sliding window
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024117/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024117/

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