Exploiting graph kernels for high performance biomedical relation extraction

Exploiting graph kernels for high performance biomedical relation extraction

Abstract 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 an...

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Bibliographic Details
Main Authors: Nagesh C. Panyam, Karin Verspoor, Trevor Cohn, Kotagiri Ramamohanarao
Format: Article
Language:English
Published: BMC 2018-01-01
Series:Journal of Biomedical Semantics
Subjects:
Relation extraction
Graph kernels
APG kernel
ASM kernel
Online Access:http://link.springer.com/article/10.1186/s13326-017-0168-3

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http://link.springer.com/article/10.1186/s13326-017-0168-3

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