213 citations · 954 across the 24 of their papers we have counts for
Showing 2016Show all
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cs.CL2016★ 70 cited
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation
Iulian Vlad Serban, Tim Klinger, Gerald Tesauro +4
We introduce the multiresolution recurrent neural network, which extends the sequence-to-sequence framework to model natural language generation as two parallel discrete stochastic…
stat.ML2016★ 48 cited
Hierarchical Memory Networks
Sarath Chandar, Sungjin Ahn, Hugo Larochelle +3
Memory networks are neural networks with an explicit memory component that can be both read and written to by the network. The memory is often addressed in a soft way using a softm…