Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation

2 November 2018

Papers citing "Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation"

33 / 33 papers shown

Title
Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism Longyue Wang Zhaopeng Tu Andy Way Qun Liu 36 27 0 15 Oct 2018
Bi-Directional Neural Machine Translation with Synthetic Parallel Data Xing Niu Michael J. Denkowski Marine Carpuat SyDa 44 59 0 29 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 81 2,941 0 23 Apr 2018
Joint Training for Neural Machine Translation Models with Monolingual Data Zhirui Zhang Shujie Liu Mu Li M. Zhou Enhong Chen 35 113 0 01 Mar 2018
Analyzing Uncertainty in Neural Machine Translation Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato UQLM 83 272 0 28 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin Victor O.K. Li 58 276 0 15 Feb 2018
Translating Pro-Drop Languages with Reconstruction Models Longyue Wang Zhaopeng Tu Shuming Shi Tong Zhang Yvette Graham Qun Liu 40 48 0 10 Jan 2018
Sockeye: A Toolkit for Neural Machine Translation Felix Hieber Tobias Domhan Michael J. Denkowski David Vilar Artem Sokolov Ann Clifton Matt Post 32 215 0 15 Dec 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 91 1,091 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 74 772 0 30 Oct 2017
Improving Lexical Choice in Neural Machine Translation Toan Q. Nguyen David Chiang 48 86 0 03 Oct 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 57 189 0 10 Jul 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im Victor O.K. Li 66 35 0 22 Jun 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 308 1,215 0 12 Jun 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 58 286 0 31 May 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 92 2,087 0 14 Nov 2016
GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution Matt J. Kusner José Miguel Hernández-Lobato GAN 58 327 0 12 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 71 281 0 08 Nov 2016
Neural Machine Translation with Reconstruction Zhaopeng Tu Yang Liu Lifeng Shang Xiaohua Liu Hang Li 58 205 0 07 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 219 5,323 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 111 2,523 0 02 Nov 2016
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 59 848 0 01 Nov 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 51 733 0 20 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 246 10,412 0 21 Jul 2016
Semi-Supervised Learning for Neural Machine Translation Yong Cheng Wenyuan Xu Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 57 251 0 15 Jun 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 68 851 0 08 Apr 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 116 1,644 0 16 Dec 2015
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 206 2,710 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 155 7,683 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 808 149,474 0 22 Dec 2014
A* Sampling Chris J. Maddison Daniel Tarlow T. Minka 59 390 0 31 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 388 27,205 0 01 Sep 2014
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation Yoshua Bengio Nicholas Léonard Aaron Courville 307 3,099 0 15 Aug 2013