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Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation

OBJECTIVE: Natural language processing (NLP) tasks are commonly decomposed into subtasks, chained together to form processing pipelines. The residual error produced in these subtasks propagates, adversely affecting the end objectives. Limited availability of annotated clinical data remains a barrier...

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Bibliografische gegevens
Hoofdauteurs: Ferraro, Jeffrey P, Daumé, Hal, DuVall, Scott L, Chapman, Wendy W, Harkema, Henk, Haug, Peter J
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BMJ Publishing Group 2013
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3756264/
https://ncbi.nlm.nih.gov/pubmed/23486109
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2012-001453
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