1.3k citations · 8.8k across the 127 of their papers we have counts for
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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.NE2016★ 674 cited
Dynamic Memory Networks for Visual and Textual Question Answering
Caiming Xiong, Stephen Merity, Richard Socher
Neural network architectures with memory and attention mechanisms exhibit certain reasoning capabilities required for question answering. One such architecture, the dynamic memory…