Unsupervised Neural Machine Translation

30 October 2017

Papers citing "Unsupervised Neural Machine Translation"

50 / 151 papers shown

Title
Soft Contextual Data Augmentation for Neural Machine Translation Jinhua Zhu Fei Gao Lijun Wu Yingce Xia Tao Qin Wen-gang Zhou Xueqi Cheng Tie-Yan Liu 27 125 0 25 May 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo Peng Li Jie Zhou Pengcheng Yang Baobao Chang Zhifang Sui Xu Sun OffRL 43 171 0 24 May 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 16 19 0 15 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 44 101 0 13 May 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network Jonah Philion 17 159 0 10 May 2019
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages Ronald Cardenas Ying Lin Heng Ji Jonathan May 28 17 0 10 Apr 2019
Bilingual-GAN: A Step Towards Parallel Text Generation Ahmad Rashid Alan Do-Omri Md. Akmal Haidar Qun Liu Mehdi Rezagholizadeh 30 208 0 09 Apr 2019
Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models Kuan-Yu Chen Che-Ping Tsai Da-Rong Liu Hung-yi Lee Lin-Shan Lee GAN 34 23 0 08 Apr 2019
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems Inigo Jauregi Unanue E. Z. Borzeshi Nazanin Esmaili Massimo Piccardi 27 8 0 04 Apr 2019
Chinese-Japanese Unsupervised Neural Machine Translation Using Sub-character Level Information Longtu Zhang Mamoru Komachi 25 10 0 01 Mar 2019
EAT: a simple and versatile semantic representation format for multi-purpose NLP Tommi Gröndahl 19 2 0 25 Feb 2019
Evaluating Word Embedding Models: Methods and Experimental Results Bin Wang Angela Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo ELM 27 260 0 28 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 25 2,712 0 22 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 19 2 0 16 Jan 2019
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder Yunsu Kim Jiahui Geng Hermann Ney 29 41 0 06 Jan 2019
InstaGAN: Instance-aware Image-to-Image Translation Sangwoo Mo Minsu Cho Jinwoo Shin 36 157 0 28 Dec 2018
Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching Chih-Kuan Yeh Jianshu Chen Chengzhu Yu Dong Yu 20 40 0 23 Dec 2018
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang Yoshinari Fujinuma Jordan L. Boyd-Graber 19 21 0 22 Dec 2018
Unsupervised Image Captioning Yang Feng Lin Ma Wei Liu Jiebo Luo VLM SSL 19 201 0 27 Nov 2018
Content preserving text generation with attribute controls Lajanugen Logeswaran Honglak Lee Samy Bengio 38 117 0 03 Nov 2018
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 19 17 0 02 Nov 2018
BCWS: Bilingual Contextual Word Similarity Ta-Chung Chi Ching-Yen Shih Yun-Nung Chen 24 3 0 21 Oct 2018
Unsupervised Neural Text Simplification S. Surya Abhijit Mishra Anirban Laha Parag Jain Karthik Sankaranarayanan 26 86 0 18 Oct 2018
Structured Content Preservation for Unsupervised Text Style Transfer Youzhi Tian Zhiting Hu Zhou Yu 27 44 0 15 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 20 19 0 12 Oct 2018
Learning to Read by Spelling: Towards Unsupervised Text Recognition Ankush Gupta Andrea Vedaldi Andrew Zisserman SSL 25 20 0 23 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 23 1,349 0 13 Sep 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation Tom Kocmi Ondrej Bojar 27 171 0 02 Sep 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 32 60 0 27 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 82 3,475 0 19 Aug 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 38 139 0 02 Jul 2018
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 29 71 0 25 Jun 2018
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation Francis Grégoire Philippe Langlais 24 43 0 13 Jun 2018
Zero-Shot Dual Machine Translation L. Sestorain Massimiliano Ciaramita Christian Buck Thomas Hofmann 39 23 0 25 May 2018
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer Cicero Nogueira dos Santos Igor Melnyk Inkit Padhi 22 153 0 20 May 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 25 161 0 16 May 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 37 260 0 09 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 57 1,149 0 29 Apr 2018
Style Transfer Through Back-Translation Shrimai Prabhumoye Yulia Tsvetkov Ruslan Salakhutdinov A. Black 35 382 0 24 Apr 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer Juncen Li Robin Jia He He Percy Liang 39 549 0 17 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 56 342 0 17 Apr 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 42 455 0 19 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin V. Li 35 275 0 15 Feb 2018
Multimodal Generative Models for Scalable Weakly-Supervised Learning Mike Wu Noah D. Goodman DRL 27 378 0 14 Feb 2018
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Myeongjun Jang Seungwan Seo Pilsung Kang DRL 51 55 0 09 Feb 2018
Evaluating prose style transfer with the Bible Keith Carlson A. Riddell D. Rockmore 30 53 0 13 Nov 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 227 1,211 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 234 624 0 06 Jan 2016