reference
T.H. Nguyen and R. Grishman published 'Relation Extraction: Perspective from Convolutional Neural Networks' in the proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing (VS@NAACL-HLT 2015) in Denver, Colorado, USA, in June 2015.

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