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Developing a unified multilingual model has long been a pursuit for machine translation.
Mars: A statistical semantic parsing and generation-based multilingual automatic translation system
Yuqing Gao, Bowen Zhou, Zijian Diao, Jeffrey Sorensen, and Michael Picheny. 2002 · 2002
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Active learning for multilingual statistical machine translation
Gholamreza Haffari and Anoop Sarkar. 2009 · 2009
Earlier work this paper cites.
Rectified linear units improve restricted boltzmann machines
Vinod Nair and Geoffrey E Hinton. 2010 · 2010
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.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Earlier work this paper cites.
Improving statistical machine translation with a multilingual paraphrase database
Ramtin Mehdizadeh Seraj, Maryam Siahbani, and Anoop Sarkar. 2015 · 2015
Earlier work this paper cites.
Tensorflow: A system for large-scale machine learning
Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016 · 2016
Earlier work this paper cites.
Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016 · 2016
Earlier work this paper cites.
Multi-way, multilingual neural machine translation with a shared attention mechanism
Orhan Firat, Kyunghyun Cho, and Yoshua Bengio. 2016 · 2016
Earlier work this paper cites.
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
Earlier work this paper cites.
OpenNMT: Open-source toolkit for neural machine translation
Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, and Alexander Rush. 2017 · 2017
Earlier work this paper cites.
Fully character-level neural machine translation without explicit segmentation
Jason Lee, Kyunghyun Cho, and Thomas Hofmann. 2017 · 2017
Cited alongside, same era.
Adversarial multi-task learning for text classification
Pengfei Liu, Xipeng Qiu, and Xuan-Jing Huang. 2017 · 2017
Cited alongside, same era.
Learning multiple visual domains with residual adapters
Sylvestre-Alvise Rebuffi, Hakan Bilen, and Andrea Vedaldi. 2017 · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
From word to sense embeddings: A survey on vector representations of meaning
Jose Camacho-Collados and Mohammad Taher Pilehvar. 2018 · 2018
Cited alongside, same era.
Universal neural machine translation for extremely low resource languages
Jiatao Gu, Hany Hassan, Jacob Devlin, and Victor OK Li. 2018 · 2018
Parameter-efficient transfer learning for nlp
Neil Houlsby, Andrei Giurgiu, Stanislaw Jastrzebski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona Attariyan, and Sylvain Gelly. 2019 · 2019
Later among the works it cites.
Multilingual word translation using auxiliary languages
Hagai Taitelbaum, Gal Chechik, and Jacob Goldberger. 2019 · 2019
Later among the works it cites.
Multilingual neural machine translation with language clustering
Xu Tan, Jiale Chen, Di He, Yingce Xia, QIN Tao, and Tie-Yan Liu. 2019 · 2019
Later among the works it cites.
A compact and language-sensitive multilingual translation method
Yining Wang, Long Zhou, Jiajun Zhang, Feifei Zhai, Jingfang Xu, and Chengqing Zong. 2019 · 2019
Later among the works it cites.
Generalized data augmentation for low-resource translation
Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, and Graham Neubig. 2019 · 2019
Later among the works it cites.
Pre-training multilingual neural machine translation by leveraging alignment information
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Cited alongside, same era.
Sentencepiece: A simple and language independent subword tokenizer and detokenizer for neural text processing
Taku Kudo and John Richardson. 2018 · 2018
Cited alongside, same era.
Multilingual neural machine translation with knowledge distillation
Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, and Tie-Yan Liu. 2018 · 2018
Cited alongside, same era.
Tensor2Tensor for neural machine translation
Ashish Vaswani, Samy Bengio, Eugene Brevdo, Francois Chollet, Aidan Gomez, Stephan Gouws, Llion Jones, Łukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, and Jakob Uszkoreit. 2018 · 2018
Cited alongside, same era.
Massively multilingual neural machine translation
Roee Aharoni, Melvin Johnson, and Orhan Firat. 2019 · 2019
Cited alongside, same era.
Simple, scalable adaptation for neural machine translation
Ankur Bapna and Orhan Firat. 2019 · 2019
Cited alongside, same era.
Findings of the 2019 conference on machine translation (wmt19)
Loïc Barrault, Ondřej Bojar, Marta R Costa-Jussà, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Philipp Koehn, Shervin Malmasi, et al. 2019 · 2019
Cited alongside, same era.
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, and Lei Li. 2020 · 2020
Later among the works it cites.
Language adapters for zero shot neural machine translation
Jerin Philip, Alexandre Berard, Matthias Gallé, and Laurent Besacier. 2020 · 2020
Later among the works it cites.
Leveraging monolingual data with self-supervision for multilingual neural machine translation
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, and Yonghui Wu. 2020 · 2020
Later among the works it cites.
On negative interference in multilingual language models
Zirui Wang, Zachary C Lipton, and Yulia Tsvetkov. 2020 · 2020
Later among the works it cites.
Improving massively multilingual neural machine translation and zero-shot translation
Biao Zhang, Philip Williams, Ivan Titov, and Rico Sennrich. 2020 · 2020
Later among the works it cites.
Language-aware interlingua for multilingual neural machine translation
Changfeng Zhu, Heng Yu, Shanbo Cheng, and Weihua Luo. 2020 · 2020
Later among the works it cites.
Share or not? learning to schedule language-specific capacity for multilingual translation
Biao Zhang, Ankur Bapna, Rico Sennrich, and Orhan Firat. 2021 · 2021
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