Description: Description: a photo

     

Xuezhe Ma

Research Assistant

Department of Linguistics,

University of Washington

Seattle, WA 98195, USA

E-mail: xuezhe.ma at gmail.com

Shanghai Jiao Tong University, taken on September 9th, 2012

Experiences     Publications    CV    Software

 

 


    

 

Education

2010.9-2013.3 Master of Philosophy, Computer Science and Engineering, Shanghai Jiao Tong University.

Advisor: Hai Zhao

2006.9-2010.6 Bachelor, ACM Honored Class, Computer Science and Engineering, Shanghai Jiao Tong University.

 

 

    

Research Interest

l  Natural Language Processing

  Dependency Parsing Algorithm

  POS Tagging

  Unsupervised Grammar Induction

l  Domain Adaptation

l  Machine Learning

    

 

Experiences

 

2012.12-2013.12 Research Assistant, Department of Linguistics, University of Washington, Seattle, WA, USA.

Advisor: Prof. Fei Xia.

2009.7-2009.10 Full-time Intern, Speech Group, Microsoft Research Asia, Beijing, China.

Advisors: Yao Qian and Frank Soong.

2008.7-2012.11 Research Assistant, Center for Brain-like Computing and Machine Intelligence (BCMI), Shanghai Jiao Tong University, Shanghai, China.

Advisors: Prof. Bao-liang Lu and Hai Zhao.

 

    

Publications

[2014]

  • Xuezhe Ma and Fei Xia
    Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization
    Proceedings of the 52st Annual Meeting of the Association for Computational Linguistics (ACL 2014), pages 1337-1348, Baltimore, MA, USA. June 2014.
    [PDF]

[2013]

  • Xuezhe Ma and Fei Xia
    Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data
    Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), pages 585-590, Sofia, Bulgaria. August 2013.
    [PDF]

[2012]

  • Xuezhe Ma and Hai Zhao
    Fourth-Order Dependency Parsing
    Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), pages 785-796, Mumbai, India. December 2012.
    [PDF]

[2010]

  • Xuezhe Ma, Xiaotian Zhang, Hai Zhao, Bao-Liang Lu
    Dependency Parser for Chinese Constituent Parsing
    Proceedings of CIPS-SIGHAN-2010, Beijing, China. August, 2010
    [PDF]
  • Yao Qian, Zhizheng Wu, Xuezhe Ma and Frank Soong
    Automatic Prosody Prediction and Detection with Conditional Random Fields (CRF) Models
    Proceedings of ISCSLP 2010, Tainan, Taiwan. November, 2010.
    [PDF]

    

 

Software

MaxParser: Graph-based Dependency Parser with Different Orders. [Download]

An implement of graph-based dependency parser in c++ with algorithms from first order to fourth order.

For more details, please see my paper published in COLING 2012.

 


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(Last update: August 27th, 2013)