Xu SUN  (孙栩)

Associate Professor
MOE Key Laboratory of Computational Linguistics, Peking University, China
Department of Computer Science, School of EECS, Peking University
Email:xusun (AT) pku.edu.cn



Publications     Software     Students     Teaching


[中文简介]


Brief Bio

Xu Sun is Associate Professor in Department of Computer Science, Peking University, since 2012. He got Ph.D from The University of Tokyo (2010), M.S. from Peking University (2007), and B.E. from Huazhong Univ. of Sci. & Tech. (2004). From 2010 to 2012, he worked at The University of Tokyo, Cornell University, and The Hong Kong Polytechnic University as Research Fellow/Associate. His research focuses on natural language processing and machine learning, especially on structured natural language processing and structured learning. He has been Area Chair/Co-Chair of EMNLP, YCCL; Program committee member of ACL, IJCAI, AAAI, COLING, EMNLP, NAACL, PAKDD, ACML; Journal reviewer of IEEE TPAMI, Comput. Linguist., and so on.


Our Research Group: Language Computing and Machine Learning Group


Some Honors/Awards

Education

Academic Activities

Research Interests

My current research focus is natural language processing and machine learning. In general, I am trying to develop novel structured learning theories and methods for solving large-scale natural language processing problems (i.e., how to make a machine to "understand" human language?). See my EMNLP 2016 tutorial about this topic.


Some published work (more papers are here)

(more complete list of papers are here)

 

U.S. Patent

Query Correction Probability based on Query Training Data. US2011/0295897. 2011