Practical Perspectives on Quality Estimation for Machine Translation

May 02, 2020
Junpei Zhou, Ciprian Chelba, Yuezhang, Li


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Faster Transformer Decoding: N-gram Masked Self-Attention

Jan 14, 2020
Ciprian Chelba, Mia Chen, Ankur Bapna, Noam Shazeer


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Tagged Back-Translation

Jun 15, 2019
Isaac Caswell, Ciprian Chelba, David Grangier

* Accepted as oral presentation in WMT 2019; 9 pages; 9 tables; 1 figure 

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Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation

Jun 03, 2019
Wei Wang, Isaac Caswell, Ciprian Chelba

* The 57th Annual Meeting of the Association for Computational Linguistics (ACL2019) 
* 11 pages 

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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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Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection

Aug 31, 2018
Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba

* 11 pages, 2018 Third Conference on Machine Translation (WMT18) 

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GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking

Jun 18, 2018
Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-jui Hsieh


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N-gram Language Modeling using Recurrent Neural Network Estimation

Jun 20, 2017
Ciprian Chelba, Mohammad Norouzi, Samy Bengio

* 10 pages, including references 

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Multinomial Loss on Held-out Data for the Sparse Non-negative Matrix Language Model

Feb 22, 2016
Ciprian Chelba, Fernando Pereira


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Skip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimation

Jun 26, 2015
Noam Shazeer, Joris Pelemans, Ciprian Chelba


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One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling

Mar 04, 2014
Ciprian Chelba, Tomas Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, Tony Robinson

* Accompanied by a code.google.com project allowing anyone to generate the benchmark data, and use it to compare their language model against the ones described in the paper 

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Large Scale Distributed Acoustic Modeling With Back-off N-grams

Feb 05, 2013
Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson


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Large Scale Language Modeling in Automatic Speech Recognition

Oct 31, 2012
Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar


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Optimal size, freshness and time-frame for voice search vocabulary

Oct 31, 2012
Maryam Kamvar, Ciprian Chelba


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Richer Syntactic Dependencies for Structured Language Modeling

Oct 03, 2001
Ciprian Chelba, Peng Xu

* Proceedings of ASRU 2001, 4 pages 

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Information Extraction Using the Structured Language Model

Aug 29, 2001
Ciprian Chelba, Milind Mahajan

* EMNLP/NAACL 2001 Conference Proceedings 
* EMNLP'01, Pittsburgh; 8 pages 

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Portability of Syntactic Structure for Language Modeling

Aug 29, 2001
Ciprian Chelba

* ICASSP 2001 Proceedings 
* ICASSP 2001, Salt Lake City; 4 pages 

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Structured Language Modeling for Speech Recognition

Jan 25, 2000
Ciprian Chelba, Frederick Jelinek

* Proceedings of NLDB'99, Klagenfurt, Austria 
* 4 pages + 2 pages of ERRATA 

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A Structured Language Model

Jan 25, 2000
Ciprian Chelba

* changed ACM-class membership, Proceedings of ACL-EACL'97, Student Section, Madrid, Spain 

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Expoiting Syntactic Structure for Language Modeling

Jan 25, 2000
Ciprian Chelba, Frederick Jelinek

* Proceedings of ACL'98, Montreal, Canada 
* changed ACM-class membership and buggy author names 

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Recognition Performance of a Structured Language Model

Jan 24, 2000
Ciprian Chelba, Frederick Jelinek

* Proceedings of Eurospeech, 1999, pp. 1567-1570, Budapest, Hungary 
* 4 pages 

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Refinement of a Structured Language Model

Jan 24, 2000
Ciprian Chelba, Frederick Jelinek

* Proceedings of the International Conference on Advances in Pattern Recognition, 1998, pp. 275-284, Plymouth, UK 
* 10 pages 

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Exploiting Syntactic Structure for Natural Language Modeling

Jan 24, 2000
Ciprian Chelba

* Advisor: Frederick Jelinek, Ph.D. Thesis, 122 pages; removed unused .eps file 

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