Fetching the paper…
Reading the bibliography…
We propose a simple modification to existing neural machine translation (NMT) models that enables using a single universal model to translate between multiple languages while allowing for language specific parameterization, and that can also be used for domain adaptation.
A Teacher-Student Framework for Zero-Resource Neural Machine Translation
Yun Chen, Yang Liu, Yong Cheng, and Victor O K Li. 2017 · 1935
Earlier work this paper cites.
Language and Literacy
David G. Marr. 1981 · 1945
Earlier work this paper cites.
Interlingual Machine Translation
Richard H Richens. 1958 · 1958
Earlier work this paper cites.
Moses: Open Source Toolkit for Statistical Machine Translation
Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondřej Bojar, Alexandra Constantin, and Evan Herbst. 2007 · 2007
Earlier work this paper cites.
Extracting and Composing Robust Features with Denoising Autoencoders
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, and Pierre-Antoine Manzagol. 2008 · 2008
Earlier work this paper cites.
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le. 2014 · 2014
Earlier work this paper cites.
Neural Machine Translation by Jointly Learning to Align and Translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015 · 2015
Earlier work this paper cites.
Multi-task learning for multiple language translation
Daxiang Dong, Hua Wu, Wei He, Dianhai Yu, and Haifeng Wang. 2015 · 2015
Earlier work this paper cites.
Effective Approaches to Attention-based Neural Machine Translation
Minh-Thang Luong, Hieu Pham, and Christopher D Manning. 2015 · 2015
Earlier work this paper cites.
Does Multimodality Help Human and Machine for Translation and Image Captioning?
Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, and Joost van de Weijer. 2016 · 2016
Earlier work this paper cites.
Neural Machine Translation with Pivot Languages
Yong Cheng, Yang Liu, Qian Yang, Maosong Sun, and Wei Xu. 2016 · 2016
Cited alongside, same era.
SYSTRAN’s Pure Neural Machine Translation Systems
Josep Maria Crego, Jungi Kim, Guillaume Klein, Anabel Rebollo, Kathy Yang, Jean Senellart, Egor Akhanov, Patrice Brunelle, Aurelien Coquard, Yongchao Deng, Satoshi Enoue, Chiyo Geiss, Joshua Johanson, Ardas Khalsa, Raoum Khiari, Byeongil Ko, Catherine Kobus, Jean Lorieux, Leidiana Martins, Dang-Chuan Nguyen, Alexandra Priori, Thomas Riccardi, Natalia Segal, Christophe Servan, Cyril Tiquet, Bo Wang, Jin Yang, Dakun Zhang, Jing Zhou, and Peter Zoldan. 2016 · 2016
Cited alongside, same era.
Zero-Resource Translation with Multi-Lingual Neural Machine Translation
Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, and Kyunghyun Cho. 2016b · 2016
Cited alongside, same era.
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder
Thanh-Le Ha, Jan Niehues, and Alexander Waibel. 2016 · 2016
Cited alongside, same era.
Improving Zero-Shot Translation of Low-Resource Languages
Surafel M Lakew, Quintino F Lotito, Negri Matteo, Turchi Marco, and Federico Marcello. 2017 · 2017
Later among the works it cites.
Fully Character-Level Neural Machine Translation without Explicit Segmentation
Jason Lee, Kyunghyun Cho, and Thomas Hofmann. 2017 · 2017
Later among the works it cites.
Unsupervised Neural Machine Translation
Mikel Artetxe, Gorka Labaka, Eneko Agirre, and Kyunghyun Cho. 2018 · 2018
Closest in time.
Universal Neural Machine Translation for Extremely Low Resource Languages
Jiatao Gu, Hany Hassan, Jacob Devlin, and Victor O K Li. 2018 · 2018
Closest in time.
HyperNetworks
David Ha, Andrew Dai, and Quoc V Le. 2018 · 2018
Closest in time.
Towards Neural Phrase-Based Machine Translation
Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, and Li Deng. 2018 · 2018
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Di He, Yingce Xia, Tao Qin, Liwei Wang, Nenghai Yu, Tieyan Liu, and Wei-Ying Ma. 2016 · 2016
Cited alongside, same era.
Multi-task Sequence to Sequence Learning
Minh-Thang Luong, Quoc V Le, Ilya Sutskever, Oriol Vinyals, and Lukasz Kaiser. 2016 · 2016
Cited alongside, same era.
Google’s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Łukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, and Jeffrey Dean. 2016 · 2016
Cited alongside, same era.
Multi-Source Neural Translation
Barret Zoph and Kevin Knight. 2016 · 2016
Cited alongside, same era.
Contextual Explanation Networks
Maruan Al-Shedivat, Avinava Dubey, and Eric P Xing. 2017 · 2017
Cited alongside, same era.
Overview of the IWSLT 2017 Evaluation Campaign
Mauro Cettolo, Marcello Federico, Luisa Bentivogli, Jan Niehues, Sebastian Stüker, Katsuhito Sudoh, Koichi Yoshino, and Christian Federmann. 2017 · 2017
Cited alongside, same era.
Google’s Multilingual Neural Machine Translation System:Enabling Zero-Shot Translation
Melvin Johnson, Mike Schuster, Quoc V Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda Viégas, Martin Wattenberg, Greg Corrado, et al. 2017 · 2017
Cited alongside, same era.
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism
Orhan Firat, Kyunghyun Cho, and Yoshua Bengio. 2016a
Cited in the paper.
Closest in time.
Unsupervised Machine Translation Using Monolingual Corpora Only
Guillaume Lample, Ludovic Denoyer, and Marc’Aurelio Ranzato. 2018 · 2018
Closest in time.
Extreme Adaptation for Personalized Neural Machine Translation
Paul Michel and Graham Neubig. 2018 · 2018
Closest in time.
Never-Ending Learning
Tom Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Bishan Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir P. Mohamed, Ndapa Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, and Joel Welling. 2018 · 2018
Closest in time.
TensorFlow Scala
Emmanouil A. Platanios. 2018 · 2018
Closest in time.
On the Convergence of Adam and Beyond
Sashank J. Reddi, Satyen Kale, and Sanjiv Kumar. 2018 · 2018
Closest in time.