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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Takahashi, Shuntaro, Tanaka-Ishii, Kumiko
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5747447/
https://ncbi.nlm.nih.gov/pubmed/29287076
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0189326
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