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Multi-task learning for Chinese clinical named entity recognition with external knowledge

BACKGROUND: Named entity recognition (NER) on Chinese electronic medical/healthcare records has attracted significantly attentions as it can be applied to building applications to understand these records. Most previous methods have been purely data-driven, requiring high-quality and large-scale lab...

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Detalles Bibliográficos
Autores principales: Cheng, Ming, Xiong, Shufeng, Li, Fei, Liang, Pan, Gao, Jianbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719412/
https://www.ncbi.nlm.nih.gov/pubmed/34972505
http://dx.doi.org/10.1186/s12911-021-01717-1