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Multilingual neural machine translation has shown the capability of directly translating between language pairs unseen in training, i.e.
The missing ingredient in zero-shot neural machine translation
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, and Wolfgang Macherey. 2019 · 1903
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Enforcing encoder-decoder modularity in sequence-to-sequence models
Siddharth Dalmia, Abdelrahman Mohamed, Mike Lewis, Florian Metze, and Luke Zettlemoyer. 2019 · 1911
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Pmindia - A collection of parallel corpora of languages of india
Barry Haddow and Faheem Kirefu. 2020 · 2001
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Europarl: A parallel corpus for statistical machine translation
Philipp Koehn. 2005 · 2005
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When can self-attention be replaced by feed forward layers?
Shucong Zhang, Erfan Loweimi, Peter Bell, and Steve Renals. 2020b · 2005
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Beyond English-centric multilingual machine translation
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, and Armand Joulin. 2020 · 2010
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A theoretically grounded application of dropout in recurrent neural networks
Yarin Gal and Zoubin Ghahramani. 2016 · 2016
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Toward multilingual neural machine translation with universal encoder and decoder
Thanh-Le Ha, Jan Niehues, and Alexander Waibel. 2016 · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016
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Neural machine translation of rare words with subword units
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016
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Fine-grained analysis of sentence embeddings using auxiliary prediction tasks
Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, and Yoav Goldberg. 2017 · 2017
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Overview of the IWSLT 2017 evaluation campaign
Mauro Cettolo, Marcello Federico, Luisa Bentivogli, Niehues Jan, Stüker Sebastian, Sudoh Katsuitho, Yoshino Koichiro, and Federmann Christian. 2017 · 2017
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MMCR4NLP: multilingual multiway corpora repository for natural language processing
Raj Dabre and Sadao Kurohashi. 2017 · 2017
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Multi-way, multilingual neural machine translation
Orhan Firat, Kyunghyun Cho, Baskaran Sankaran, Fatos T. Yarman-Vural, and Yoshua Bengio. 2017 · 2017
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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, Macduff Hughes, and Jeffrey Dean. 2017 · 2017
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SVCCA: Singular vector canonical correlation analysis for deep learning dynamics and interpretability
Maithra Raghu, Justin Gilmer, Jason Yosinski, and Jascha Sohl-Dickstein. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Massively multilingual neural machine translation
Roee Aharoni, Melvin Johnson, and Orhan Firat. 2019 · 2019
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Simple, scalable adaptation for neural machine translation
Ankur Bapna and Orhan Firat. 2019 · 2019
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Improved zero-shot neural machine translation via ignoring spurious correlations
Jiatao Gu, Yong Wang, Kyunghyun Cho, and Victor O.K. Li. 2019 · 2019
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Investigating multilingual NMT representations at scale
Sneha Kudugunta, Ankur Bapna, Isaac Caswell, and Orhan Firat. 2019 · 2019
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Addressing word-order divergence in multilingual neural machine translation for extremely low resource languages
Rudra Murthy, Anoop Kunchukuttan, and Pushpak Bhattacharyya. 2019 · 2019
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Improving zero-shot translation with language-independent constraints
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Transfer learning for low-resource neural machine translation
Barret Zoph, Deniz Yuret, Jonathan May, and Kevin Knight. 2016 · 2017
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SentencePiece: A simple and language independent subword tokenizer and detokenizer for neural text processing
Taku Kudo and John Richardson. 2018 · 2018
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A neural interlingua for multilingual machine translation
Yichao Lu, Phillip Keung, Faisal Ladhak, Vikas Bhardwaj, Shaonan Zhang, and Jason Sun. 2018 · 2018
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Rapid adaptation of neural machine translation to new languages
Graham Neubig and Junjie Hu. 2018 · 2018
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Contextual parameter generation for universal neural machine translation
Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, and Tom Mitchell. 2018 · 2018
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A call for clarity in reporting BLEU scores
Matt Post. 2018 · 2018
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Improving massively multilingual neural machine translation and zero-shot translation
Biao Zhang, Philip Williams, Ivan Titov, and Rico Sennrich. 2020a
Cited in the paper.
Ngoc-Quan Pham, Jan Niehues, Thanh-Le Ha, and Alexander Waibel. 2019 · 2019
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Handling syntactic divergence in low-resource machine translation
Chunting Zhou, Xuezhe Ma, Junjie Hu, and Graham Neubig. 2019 · 2019
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Complete multilingual neural machine translation
Markus Freitag and Orhan Firat. 2020 · 2020
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Cross-lingual pre-training based transfer for zero-shot neural machine translation
Baijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, and Weihua Luo. 2020 · 2020
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Subword segmentation and a single bridge language affect zero-shot neural machine translation
Annette Rios, Mathias Müller, and Rico Sennrich. 2020 · 2020
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On the localness modeling for the self-attention based end-to-end speech synthesis
Shan Yang, Heng Lu, Shiyin Kang, Liumeng Xue, Jinba Xiao, Dan Su, Lei Xie, and Dong Yu. 2020 · 2020
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