Re-translation versus Streaming for Simultaneous Translation

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


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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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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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Thinking Slow about Latency Evaluation for Simultaneous Machine Translation

May 31, 2019
Colin Cherry, George Foster


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Reinforcement Learning based Curriculum Optimization for Neural Machine Translation

Feb 28, 2019
Gaurav Kumar, George Foster, Colin Cherry, Maxim Krikun

* NAACL 2019 short paper. Reviewer comments not yet addressed 

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Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Feb 21, 2019
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan, Tara Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel A. U. Bacchiani, Thomas B. Jablin, Rob Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon


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Shaping the Narrative Arc: An Information-Theoretic Approach to Collaborative Dialogue

Jan 31, 2019
Kory W. Mathewson, Pablo Samuel Castro, Colin Cherry, George Foster, Marc G. Bellemare

* 20 pages, 9 figures 

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Efficient Sequence Labeling with Actor-Critic Training

Sep 30, 2018
Saeed Najafi, Colin Cherry, Grzegorz Kondrak


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Revisiting Character-Based Neural Machine Translation with Capacity and Compression

Aug 29, 2018
Colin Cherry, George Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey

* To appear at EMNLP 2018 

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A Challenge Set Approach to Evaluating Machine Translation

Aug 29, 2017
Pierre Isabelle, Colin Cherry, George Foster

* EMNLP 2017. 28 pages, including appendix. Machine readable data included in a separate file. This version corrects typos in the challenge set 

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End-to-End Multi-View Networks for Text Classification

Apr 19, 2017
Hongyu Guo, Colin Cherry, Jiang Su

* 6 pages 

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