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Quasi-Recurrent Neural Networks

salesforce/pytorch-qrnn 5 Nov 2016

Recurrent neural networks are a powerful tool for modeling sequential data, but the dependence of each timestep's computation on the previous timestep's output limits parallelism and makes RNNs unwieldy for very long sequences.