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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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Podrobná bibliografie
Vydáno v:J Am Med Inform Assoc
Hlavní autoři: Si, Yuqi, Wang, Jingqi, Xu, Hua, Roberts, Kirk
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2019
Témata:
On-line přístup: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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