Neural Machine Translation: A Review of Methods, Resources, and Tools

31 December 2020

Zhixing Tan

Shuo Wang

Zonghan Yang

Gang Chen

Xuancheng Huang

Maosong Sun

Yang Liu

3DV

AI4TS

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Papers citing "Neural Machine Translation: A Review of Methods, Resources, and Tools"

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Title
Robust Neural Machine Translation with Joint Textual and Phonetic Embedding Hairong Liu Mingbo Ma Liang Huang Hao Xiong Zhongjun He AAML 71 59 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Jetic Gū Hassan S. Shavarani Anoop Sarkar AIMat 49 24 0 06 Sep 2018
Unsupervised Statistical Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 45 248 0 04 Sep 2018
MTNT: A Testbed for Machine Translation of Noisy Text Paul Michel Graham Neubig 55 146 0 02 Sep 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression Colin Cherry George F. Foster Ankur Bapna Orhan Firat Wolfgang Macherey 56 96 0 29 Aug 2018
An Operation Sequence Model for Explainable Neural Machine Translation Felix Stahlberg Danielle Saunders Bill Byrne LRM MILM 63 29 0 29 Aug 2018
A Tree-based Decoder for Neural Machine Translation Xinyi Wang Hieu H. Pham Pengcheng Yin Graham Neubig 27 52 0 28 Aug 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 48 183 0 27 Aug 2018
Semi-Autoregressive Neural Machine Translation Chunqi Wang Ji Zhang Haiqing Chen 61 88 0 26 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 61 116 0 13 Aug 2018
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris F. Casacuberta KELM HAI 65 21 0 09 Jul 2018
On Adversarial Examples for Character-Level Neural Machine Translation J. Ebrahimi Daniel Lowd Dejing Dou AAML 84 220 0 23 Jun 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 41 161 0 16 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 223 1,167 0 29 Apr 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 54 240 0 25 Apr 2018
Unsupervised Neural Machine Translation with Weight Sharing Zhen-Le Yang Wei Chen Feng Wang Bo Xu 46 128 0 24 Apr 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 150 2,985 0 23 Apr 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 84 682 0 20 Apr 2018
Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation Peyman Passban Qun Liu Andy Way 56 28 0 17 Apr 2018
Investigating Backtranslation in Neural Machine Translation Alberto Poncelas D. Shterionov Andy Way Gideon Maillette de Buy Wenniger Peyman Passban 57 144 0 17 Apr 2018
Marian: Fast Neural Machine Translation in C++ Marcin Junczys-Dowmunt Roman Grundkiewicz Tomasz Dwojak Hieu T. Hoang Kenneth Heafield ... Ulrich Germann Alham Fikri Aji Nikolay Bogoychev André F. T. Martins Alexandra Birch 88 717 0 01 Apr 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 90 530 0 16 Mar 2018
Achieving Human Parity on Automatic Chinese to English News Translation Hany Hassan Anthony Aue Chang Chen Vishal Chowdhary Jonathan Clark ... Shuangzhi Wu Yingce Xia Dongdong Zhang Zhirui Zhang Ming Zhou 70 606 0 15 Mar 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 60 456 0 19 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 206 11,549 0 15 Feb 2018
Asynchronous Bidirectional Decoding for Neural Machine Translation Xiangwen Zhang Jinsong Su Yue Qin Yang Liu Rongrong Ji Hongji Wang AI4CE 70 121 0 16 Jan 2018
Sockeye: A Toolkit for Neural Machine Translation Felix Hieber Tobias Domhan Michael J. Denkowski David Vilar Artem Sokolov Ann Clifton Matt Post 48 215 0 15 Dec 2017
Modeling Past and Future for Neural Machine Translation Zaixiang Zheng Hao Zhou Shujian Huang Lili Mou Xinyu Dai Jiajun Chen Zhaopeng Tu 90 48 0 27 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 80 186 0 14 Nov 2017
Non-Autoregressive Neural Machine Translation Jiatao Gu James Bradbury Caiming Xiong Victor O.K. Li R. Socher 97 795 0 07 Nov 2017
Synthetic and Natural Noise Both Break Neural Machine Translation Yonatan Belinkov Yonatan Bisk 111 740 0 06 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 110 1,096 0 31 Oct 2017
Generating Natural Adversarial Examples Zhengli Zhao Dheeru Dua Sameer Singh GAN AAML 169 601 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 89 772 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 287 1,657 0 11 Oct 2017
The University of Edinburgh's Neural MT Systems for WMT17 Rico Sennrich Alexandra Birch Anna Currey Ulrich Germann Barry Haddow Kenneth Heafield Antonio Valerio Miceli Barone Philip Williams MoE 71 182 0 02 Aug 2017
THUMT: An Open Source Toolkit for Neural Machine Translation Jiacheng Zhang Yanzhuo Ding Shiqi Shen Yong Cheng Maosong Sun Huanbo Luan Yang Liu 33 10 0 20 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 692 131,526 0 12 Jun 2017
Depthwise Separable Convolutions for Neural Machine Translation Lukasz Kaiser Aidan Gomez François Chollet 68 279 0 09 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 169 3,286 0 08 May 2017
Towards String-to-Tree Neural Machine Translation Roee Aharoni Yoav Goldberg NAI 47 154 0 16 Apr 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 93 492 0 15 Apr 2017
Learning to Parse and Translate Improves Neural Machine Translation Akiko Eriguchi Yoshimasa Tsuruoka Kyunghyun Cho AI4CE AIMat 67 150 0 12 Feb 2017
Towards Decoding as Continuous Optimization in Neural Machine Translation Cong Duy Vu Hoang Gholamreza Haffari Trevor Cohn AI4CE 54 42 0 11 Jan 2017
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 82 849 0 01 Nov 2016
Neural Machine Translation in Linear Time Nal Kalchbrenner L. Espeholt Karen Simonyan Aaron van den Oord Alex Graves Koray Kavukcuoglu AIMat 102 552 0 31 Oct 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 126 457 0 10 Oct 2016
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions Marcin Junczys-Dowmunt Tomasz Dwojak Hieu T. Hoang 63 199 0 04 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 894 6,788 0 26 Sep 2016