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Enhancing clinical concept extraction with contextual embeddings

OBJECTIVE: Neural network–based representations (“embeddings”) have dramatically advanced natural language processing (NLP) tasks, including clinical NLP tasks such as concept extraction. Recently, however, more advanced embedding methods and representations (eg, ELMo, BERT) have further pushed the...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Si, Yuqi, Wang, Jingqi, Xu, Hua, Roberts, Kirk
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6798561/
https://ncbi.nlm.nih.gov/pubmed/31265066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz096
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