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Active learning for ontological event extraction incorporating named entity recognition and unknown word handling

BACKGROUND: Biomedical text mining may target various kinds of valuable information embedded in the literature, but a critical obstacle to the extension of the mining targets is the cost of manual construction of labeled data, which are required for state-of-the-art supervised learning systems. Acti...

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Detalles Bibliográficos
Autores principales: Han, Xu, Kim, Jung-jae, Kwoh, Chee Keong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4849099/
https://www.ncbi.nlm.nih.gov/pubmed/27127603
http://dx.doi.org/10.1186/s13326-016-0059-z