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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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Veröffentlicht in:PLoS One
Hauptverfasser: Takahashi, Shuntaro, Tanaka-Ishii, Kumiko
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2017
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Online Zugang: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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