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Applying active learning to supervised word sense disambiguation in MEDLINE

OBJECTIVES: This study was to assess whether active learning strategies can be integrated with supervised word sense disambiguation (WSD) methods, thus reducing the number of annotated samples, while keeping or improving the quality of disambiguation models. METHODS: We developed support vector mach...

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Detalhes bibliográficos
Main Authors: Chen, Yukun, Cao, Hongxin, Mei, Qiaozhu, Zheng, Kai, Xu, Hua
Formato: Artigo
Idioma:Inglês
Publicado em: BMJ Publishing Group 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3756255/
https://ncbi.nlm.nih.gov/pubmed/23364851
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2012-001244
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