506 citations · 1.8k across the 7 of their papers we have counts for
Showing 2016Show all
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cs.NE2016★ 328 cited
Quasi-Recurrent Neural Networks
James Bradbury, Stephen Merity, Caiming Xiong +1
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 a…
cs.CL2016★ 479 cited
Pointer Sentinel Mixture Models
Stephen Merity, Caiming Xiong, James Bradbury +1
Recent neural network sequence models with softmax classifiers have achieved their best language modeling performance only with very large hidden states and large vocabularies. Eve…