Do neural nets learn statistical laws behind natural language?

The performance of deep learning in natural language processing has been spectacular, but the reasons for this success remain unclear because of the inherent complexity of deep learning. This paper provides empirical evidence of its effectiveness and of a limitation of neural networks for language e...

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Bibliographic Details
Main Authors: Shuntaro Takahashi, Kumiko Tanaka-Ishii
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5747447?pdf=render