Unsupervised Neural Machine Translation

30 October 2017

Papers citing "Unsupervised Neural Machine Translation"

50 / 151 papers shown

Title
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task Alexandra Chronopoulou Dario Stojanovski Viktor Hangya Alexander Fraser 37 5 0 25 Oct 2020
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning Cheonbok Park Yunwon Tae Taehee Kim Soyoung Yang Mohammad Azam Khan Lucy Park Jaegul Choo 109 17 0 18 Oct 2020
Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Phillip Keung Julian Salazar Y. Lu Noah A. Smith SSL 27 25 0 15 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 27 36 0 06 Oct 2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation Charles F Welch Rada Mihalcea Jonathan K. Kummerfeld AI4CE 24 4 0 29 Sep 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 30 31 0 23 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 27 71 0 17 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 21 33 0 16 Sep 2020
Zero-Resource Knowledge-Grounded Dialogue Generation Linxiao Li Can Xu Wei Wu Yufan Zhao Xueliang Zhao Chongyang Tao 36 70 0 29 Aug 2020
EmoGraph: Capturing Emotion Correlations using Graph Networks Peng Xu Zihan Liu Genta Indra Winata Zhaojiang Lin Pascale Fung 37 23 0 21 Aug 2020
Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences Xiangyu Duan Baijun Ji Hao Jia Min Tan Min Zhang Boxing Chen Weihua Luo Yue Zhang 42 38 0 06 Jul 2020
Pre-training via Paraphrasing M. Lewis Marjan Ghazvininejad Gargi Ghosh Armen Aghajanyan Sida I. Wang Luke Zettlemoyer AIMat 30 159 0 26 Jun 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 54 60 0 08 Jun 2020
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 45 409 0 05 Jun 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao Su Zhu Chenyu Yang Chen Liu Rao Ma Yanbin Zhao Lu Chen Kai Yu 32 46 0 27 May 2020
Dual Learning: Theoretical Study and an Algorithmic Extension Zhibing Zhao Yingce Xia Tao Qin Lirong Xia Tie-Yan Liu 29 11 0 17 May 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant Ankur Bapna Yuan Cao Orhan Firat Mengzhao Chen Sneha Kudugunta N. Arivazhagan Yonghui Wu 38 86 0 11 May 2020
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting Po-Yao (Bernie) Huang Junjie Hu Xiaojun Chang Alexander G. Hauptmann 36 50 0 06 May 2020
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings Phillip Keung Y. Lu Julian Salazar Vikas Bhardwaj 35 14 0 30 Apr 2020
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders Yanbin Zhao Lu Chen Zhi Chen Kai Yu 33 38 0 30 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Tiejun Zhao AIMat 23 47 0 21 Apr 2020
Machine Translation with Unsupervised Length-Constraints Jan Niehues 3DV 24 13 0 07 Apr 2020
Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training Ernie Chang David Ifeoluwa Adelani Xiaoyu Shen Vera Demberg 14 21 0 18 Mar 2020
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation Mikel Artetxe Gorka Labaka Noe Casas Eneko Agirre LRM 29 5 0 28 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 27 138 0 18 Feb 2020
Zero-Resource Cross-Domain Named Entity Recognition Zihan Liu Genta Indra Winata Pascale Fung 43 45 0 14 Feb 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 28 25 0 28 Jan 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 58 1,777 0 22 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 29 17 0 06 Jan 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 23 61 0 03 Jan 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 30 313 0 04 Dec 2019
Two-Headed Monster And Crossed Co-Attention Networks Yaoyiran Li Jing Jiang 24 0 0 10 Nov 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Peter West Ari Holtzman Jan Buys Yejin Choi SSL 24 58 0 16 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 57 1,237 0 11 Sep 2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites Alexey Tikhonov Viacheslav Shibaev Aleksander Nagaev Aigul Nugmanova Ivan P. Yamshchikov 31 37 0 19 Aug 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 26 22 0 16 Aug 2019
Embedding Projection for Targeted Cross-Lingual Sentiment: Model Comparisons and a Real-World Study Jeremy Barnes Roman Klinger 27 15 0 24 Jun 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models Chris Hokamp John Glover D. Ghalandari 21 14 0 24 Jun 2019
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings Vishrav Chaudhary Y. Tang Francisco Guzmán Holger Schwenk Philipp Koehn 34 78 0 20 Jun 2019
Generalized Data Augmentation for Low-Resource Translation Mengzhou Xia X. Kong Antonios Anastasopoulos Graham Neubig 23 119 0 10 Jun 2019
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation Yu Liu Li Deng Jianshu Chen C. Chen SSL 26 0 0 06 Jun 2019
Cross-Lingual Training for Automatic Question Generation Vishwajeet Kumar Nitish Joshi A. Mukherjee Ganesh Ramakrishnan Preethi Jyothi LRM 35 53 0 06 Jun 2019
Unsupervised Pivot Translation for Distant Languages Yichong Leng Xu Tan Tao Qin Xiang-Yang Li Tie-Yan Liu 33 30 0 06 Jun 2019
From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots Shizhe Chen Qin Jin Jianlong Fu 29 16 0 03 Jun 2019
A Semi-Supervised Approach for Low-Resourced Text Generation Hongyu Zang Xiaojun Wan OffRL 25 5 0 03 Jun 2019
Massive Styles Transfer with Limited Labeled Data Hongyu Zang Xiaojun Wan 30 0 0 03 Jun 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction Junjie Hu Mengzhou Xia Graham Neubig J. Carbonell 33 75 0 02 Jun 2019
Educating Text Autoencoders: Latent Representation Guidance via Denoising T. Shen Jonas W. Mueller Regina Barzilay Tommi Jaakkola 19 4 0 29 May 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 11 61 0 29 May 2019