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Exploiting graph kernels for high performance biomedical relation extraction

BACKGROUND: Relation extraction from biomedical publications is an important task in the area of semantic mining of text. Kernel methods for supervised relation extraction are often preferred over manual feature engineering methods, when classifying highly ordered structures such as trees and graphs...

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Detalhes bibliográficos
Publicado no:J Biomed Semantics
Main Authors: Panyam, Nagesh C., Verspoor, Karin, Cohn, Trevor, Ramamohanarao, Kotagiri
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5791373/
https://ncbi.nlm.nih.gov/pubmed/29382397
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13326-017-0168-3
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