A fast and simple algorithm for training neural probabilistic language models

In spite of their superior performance, neural probabilistic language models (NPLMs) remain far less widely used than n-gram models due to their notoriously long training times, which are measured in weeks even for moderately-sized datasets. Training NPLMs is computationally expensive because they a...

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Hlavní autoři: Mnih, A, Teh, Y
Médium: Journal article
Jazyk:English
Vydáno: 2012