Unsupervised Machine Translation Using Monolingual Corpora Only

31 October 2017

Papers citing "Unsupervised Machine Translation Using Monolingual Corpora Only"

35 / 35 papers shown

Title
Refusal Direction is Universal Across Safety-Aligned Languages Xinpeng Wang Mingyang Wang Yihong Liu Hinrich Schutze Barbara Plank 210 1 0 22 May 2025
Towards Unsupervised Speech Recognition Without Pronunciation Models Junrui Ni Liming Wang Yang Zhang Kaizhi Qian Heting Gao Mark Hasegawa-Johnson Chang D. Yoo SSL OffRL 124 0 0 10 Jan 2025
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation Yuqiao Wen Behzad Shayegh Chenyang Huang Yanshuai Cao Lili Mou 102 5 0 29 Feb 2024
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 111 24 0 21 Mar 2022
Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation Sneha Mehta Bahareh Azarnoush Boris Chen Avneesh Singh Saluja Vinith Misra Ballav Bihani Ritwik K. Kumar 72 17 0 22 May 2020
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 108 68 0 12 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 291 1,660 0 11 Oct 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 96 545 0 01 Jun 2017
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 94 292 0 31 May 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 116 774 0 26 May 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng Victor O.K. Li 103 147 0 02 May 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 125 5,553 0 30 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 161 990 0 02 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 155 2,734 0 02 Mar 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 165 1,725 0 31 Dec 2016
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 122 2,092 0 14 Nov 2016
Zero-resource Machine Translation by Multimodal Encoder-decoder Network with Multimedia Pivot Hideki Nakayama Noriki Nishida 97 62 0 14 Nov 2016
Unsupervised Cross-Domain Image Generation Yaniv Taigman Adam Polyak Lior Wolf GAN OOD 89 1,001 0 07 Nov 2016
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 85 849 0 01 Nov 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 122 594 0 27 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 897 6,790 0 26 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Coupled Generative Adversarial Networks Ming-Yuan Liu Oncel Tuzel OOD GAN 96 1,625 0 24 Jun 2016
Semi-Supervised Learning for Neural Machine Translation Yong Cheng Wenyuan Xu Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 79 251 0 15 Jun 2016
Zero-Resource Translation with Multi-Lingual Neural Machine Translation Orhan Firat B. Sankaran Yaser Al-Onaizan Fatoş T. Yarman Vural Kyunghyun Cho 55 275 0 13 Jun 2016
Multi30K: Multilingual English-German Image Descriptions Desmond Elliott Stella Frank K. Simaán Lucia Specia VLM 128 588 0 02 May 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 176 574 0 10 Feb 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 248 2,722 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 221 7,745 0 31 Aug 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 378 9,497 0 28 May 2015
On Using Monolingual Corpora in Neural Machine Translation Çağlar Gülçehre Orhan Firat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio 124 562 0 11 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013