A Batch-Normalized Recurrent Network for Sentiment Classification

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A Structured Self-attentive Sentence Embedding (2017, background): “In those cases, the most common way is to add a max pooling or averaging step across all time steps”
Neural Attribute Machines for Program Generation (2017, background): “of RNN is the Long Short Term Memory (LSTM) cell [14], which has been favored in recent literature for its ability to learn long-term dependences, although the NAM framework is general to any type of RNN cell [15, 16, 17].”