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A recurrent neural network (RNN) is a class of artificial neural network where connections between units form a directed cycle.

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What is the difference between word-based and char-based text generation RNNs?

Obviously, when talking about text generation RNNs we are talking about RNN language models. … Char-based RNN LMs can mimic grammatically correct sequences for a wide range of languages, require bigger hidden layer and computationally more expensive while word-based RNN LMs train faster and generate …
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