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Sentence Boundary Augmentation For Neural Machine Translation Robustness

Oct 21, 2020
Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, Dirk Padfield

* 5 pages, 4 figures 

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Language-agnostic BERT Sentence Embedding

Jul 03, 2020
Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang


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Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation

May 11, 2020
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan, Yonghui Wu

* ACL 2020 

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Re-translation versus Streaming for Simultaneous Translation

Apr 14, 2020
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, George Foster


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Controlling Computation versus Quality for Neural Sequence Models

Feb 17, 2020
Ankur Bapna, Naveen Arivazhagan, Orhan Firat


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Re-Translation Strategies For Long Form, Simultaneous, Spoken Language Translation

Dec 06, 2019
Naveen Arivazhagan, Colin Cherry, Te I, Wolfgang Macherey, Pallavi Baljekar, George Foster


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Simple, Scalable Adaptation for Neural Machine Translation

Sep 18, 2019
Ankur Bapna, Naveen Arivazhagan, Orhan Firat

* EMNLP 2019 

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Investigating Multilingual NMT Representations at Scale

Sep 11, 2019
Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Naveen Arivazhagan, Orhan Firat

* Paper at EMNLP 2019 

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Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Sep 01, 2019
Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman


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Small and Practical BERT Models for Sequence Labeling

Aug 31, 2019
Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer

* 11 pages including appendices; accepted to appear at EMNLP-IJCNLP 2019 

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Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges

Jul 11, 2019
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu


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Monotonic Infinite Lookback Attention for Simultaneous Machine Translation

Jun 12, 2019
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, Colin Raffel

* Accepted for publication at ACL 2019 

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The Missing Ingredient in Zero-Shot Neural Machine Translation

Mar 17, 2019
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey


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Neural Language Correction with Character-Based Attention

Mar 31, 2016
Ziang Xie, Anand Avati, Naveen Arivazhagan, Dan Jurafsky, Andrew Y. Ng

* 10 pages 

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