LightRNN: Memory and Computation-Efficient Recurrent Neural Networks

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks

31 October 2016

Xiang Li

Jian Yang

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Papers citing "LightRNN: Memory and Computation-Efficient Recurrent Neural Networks"

12 / 12 papers shown

Title
Optimizing Performance of Recurrent Neural Networks on GPUs J. Appleyard Tomás Kociský Phil Blunsom 74 92 0 07 Apr 2016
Strategies for Training Large Vocabulary Neural Language Models Welin Chen David Grangier Michael Auli VLM 70 139 0 15 Dec 2015
BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies Shihao Ji S.V.N. Vishwanathan N. Satish Michael J. Anderson Pradeep Dubey 104 77 0 21 Nov 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 113 1,671 0 26 Aug 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 607 12,745 0 11 Dec 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 162 1,709 0 15 Oct 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 160 2,778 0 08 Sep 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 94 253 0 16 May 2014
Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition Hasim Sak A. Senior F. Beaufays 114 1,052 0 05 Feb 2014
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 190 1,109 0 11 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 193 4,040 0 04 Aug 2013