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What is: Gated Convolution Network?

SourceLanguage Modeling with Gated Convolutional Networks
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

A Gated Convolutional Network is a type of language model that combines convolutional networks with a gating mechanism. Zero padding is used to ensure future context can not be seen. Gated convolutional layers can be stacked on top of other hierarchically. Model predictions are then obtained with an adaptive softmax layer.