Peng Xu

  • 2005.05 ~ now: Machine Translation @Google
  • 1999.09 ~ 2005.05: Center for Language and Speech Processing, JHU
  • 1998.09 ~ 1999.06: Brown University
  • 1995.08 ~ 1998.06: Institute of Automation, Chinese Academy of Sciences
  • 1990.08 ~ 1995.06: Tsinghua University

Google Publications

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

    Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

    ICSI, Berkeley, California (2013)

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

    Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

    IEEE Transactions on Audio, Speech and Language Processing, vol. 21 (2013), pp. 1158-1169

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    A Systematic Comparison of Phrase Table Pruning Techniques

    Richard Zens, Daisy Stanton, Peng Xu

    Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Association for Computational Linguistics, Jeju Island, Korea, pp. 972-983

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    Distributed Acoustic Modeling with Back-off N-grams

    Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

    Proceedings of ICASSP 2012, IEEE, pp. 4129-4132

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    Improved Domain Adaptation for Statistical Machine Translation

    Wei Wang, Klaus Macherey, Wolfgang Macherey, Franz Och, Peng Xu

    AMTA-2012, The Association for Machine Translation in the Americas

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    Language Modeling for Automatic Speech Recognition Meets the Web: Google Search by Voice

    Ciprian Chelba, Johan Schalkwyk, Boulos Harb, Carolina Parada, Cyril Allauzen, Leif Johnson, Michael Riley, Peng Xu, Preethi Jyothi, Thorsten Brants, Vida Ha, Will Neveitt

    University of Toronto (2012)

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    Binarized Forest to String Translation

    Hao Zhang, Licheng Fang, Peng Xu, Xiaoyun Wu

    ACL (2011), pp. 835-845

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    Language Modeling for Automatic Speech Recognition Meets the Web: Google Search by Voice

    Ciprian Chelba, Johan Schalkwyk, Boulos Harb, Carolina Parada, Cyril Allauzen, Michael Riley, Peng Xu, Thorsten Brants, Vida Ha, Will Neveitt

    OGI/OHSU Seminar Series, Portland, Oregon, USA (2011)

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    Query Language Modeling for Voice Search

    Ciprian Chelba, Johan Schalkwyk, Thorsten Brants, Vida Ha, Boulos Harb, Will Neveitt, Carolina Parada, Peng Xu

    Proceedings of the 2010 IEEE Workshop on Spoken Language Technology, IEEE, pp. 127-132

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    Study on Interaction between Entropy Pruning and Kneser-Ney Smoothing

    Ciprian Chelba, Thorsten Brants, Will Neveitt, Peng Xu

    Proceedings of Interspeech (2010), pp. 2242-2245

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    Distributed language models

    Thorsten Brants, Peng Xu

    NAACL '09: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Tutorial Abstracts, Association for Computational Linguistics, Morristown, NJ, USA, pp. 3-4

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    Using a dependency parser to improve SMT for subject-object-verb languages

    Peng Xu, Jaeho Kang, Michael Ringgaard, Franz Och

    NAACL '09: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, Morristown, NJ, USA, pp. 245-253

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    Large Language Models in Machine Translation

    Thorsten Brants, Ashok C. Popat, Peng Xu, Franz J. Och, Jeffrey Dean

    Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp. 858-867

Previous Publications

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    A Study on Richer Syntactic Dependencies for Structured Language Modeling

    Peng Xu, Ciprian Chelba, Frederick Jelinek

    ACL, http://www.aclweb.org/ (2002), pp. 191-198