Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

11 Dec 2014Junyoung ChungCaglar GulcehreKyungHyun ChoYoshua Bengio

In this paper we compare different types of recurrent units in recurrent neural networks (RNNs). Especially, we focus on more sophisticated units that implement a gating mechanism, such as a long short-term memory (LSTM) unit and a recently proposed gated recurrent unit (GRU)... (read more)

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