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Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation

Although a number of foundational natural language processing (NLP) tasks like text segmentation are considered a simple problem in the general English domain dominated by well-formed text, complexities of clinical documentation lead to poor performance of existing solutions designed for the general...

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Détails bibliographiques
Publié dans:Stud Health Technol Inform
Auteurs principaux: Knoll, Benjamin C., Lindemann, Elizabeth A., Albert, Arian L., Melton, Genevieve B., Pakhomov, Serguei V.S.
Format: Artigo
Langue:Inglês
Publié: 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7360019/
https://ncbi.nlm.nih.gov/pubmed/31437913
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3233/SHTI190211
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