Language Modeling with Gated Convolutional Networks

jrj45792 27 0 PDF 2019-07-28 20:07:58

Thepre-dominantapproachtolanguagemodel-ingtodateisbasedonrecurrentneuralnetworks.Inthispaperwepresentaconvolutionalapproachtolanguagemodeling.Weintroduceanovelgatingmechanismthateasesgradientpropaga-tionandwhichperformsbetterthantheLSTM-stylegatingofOordetal.(2016b)despitebeingsim

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Language Modeling with Gated Convolutional Networks

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