Large scale application of neural network based semantic role labeling for automated relation extraction from biomedical texts.

To reduce the increasing amount of time spent on literature search in the life sciences, several methods for automated knowledge extraction have been developed. Co-occurrence based approaches can deal with large text corpora like MEDLINE in an acceptable time but are not able to extract any specific...

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Bibliographic Details
Main Authors: Thorsten Barnickel, Jason Weston, Ronan Collobert, Hans-Werner Mewes, Volker Stümpflen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC2712690?pdf=render