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Combining joint models for biomedical event extraction

BACKGROUND: We explore techniques for performing model combination between the UMass and Stanford biomedical event extraction systems. Both sub-components address event extraction as a structured prediction problem, and use dual decomposition (UMass) and parsing algorithms (Stanford) to find the bes...

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Detalles Bibliográficos
Autores principales: McClosky, David, Riedel, Sebastian, Surdeanu, Mihai, McCallum, Andrew, Manning, Christopher D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3395172/
https://www.ncbi.nlm.nih.gov/pubmed/22759463
http://dx.doi.org/10.1186/1471-2105-13-S11-S9