Jing Jiang

Ph.D. Candidate

Department of Computer Science
University of Illinois at Urbana-Champaign

Office: 4333 Siebel Center
Tel: (217)244-4026
Email: jiang4 [AT] cs.uiuc.edu

[ Curriculum Vitae ] | [ Short Bio ] | [ Research ] | [ Publications ]


Short Bio

I am a fifth year Ph.D. student in the Text Information Management (TIMan) Group, which is part of the Database and Information Systems (DAIS) Lab at UIUC. I work with Prof. ChengXiang Zhai.

Prior to coming to UIUC, I studied at Stanford University, and obtained a B.S. degree in 2002 and an M.S. degree in 2003, both in Computer Science.


Research Interests

My research interests center on text information management, and include natural language processing, information retrieval, machine learning, and bioinformatics. The goal of my research is to develop general and effective techniques for understanding natural language and extracting useful information from natural language text, as well as to apply these techniques to critical information management problems. Currently, my main research topic is to develop learning methods for adapting statistical classifiers trained on some “old” domains to “new” domains where labeled data is very little or not available. The need for studying this domain adaptation problem is prevalent in text information management, e.g. adapting a named entity recognizer from news articles to personal blogs, customizing spam filters for each individual's mail box, etc. Besides domain adaptation, I am also interested in information extraction, including entity recognition and relation extraction, particularly for biomedical literature mining.


Selected Publications

(Click here for a complete list.)

  • Jing Jiang and ChengXiang Zhai. "A two-stage approach to domain adaptation for statistical classifiers." In Proceedings of the ACM 16th Conference on Information and Knowledge Management (CIKM'07), pages 401-410, 2007. [pdf] [slides (ppt)] [slides (pdf)]
  • Jing Jiang and ChengXiang Zhai. "An empirical study of tokenization strategies for biomedical information retrieval." Information Retrieval, 10(4-5):341-363, October 2007. [url] [pdf] [code (perl)]
  • Jing Jiang and ChengXiang Zhai. "Instance weighting for domain adaptation in NLP." In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL'07), pages 264-271, 2007. [pdf] [bib] [slides (ppt)] [slides (pdf)]
  • Jing Jiang and ChengXiang Zhai. "A systematic exploration of the feature space for relation extraction." In Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT'07), pages 113-120, 2007. [pdf] [bib] [slides (ppt)] [slides (pdf)]
  • Jing Jiang and ChengXiang Zhai. "Extraction of coherent relevant passages using hidden Markov models." ACM Transactions on Information Systems (TOIS), 24(3):295-319, July 2006. [url]
  • Jing Jiang and ChengXiang Zhai. "Exploiting domain structure for named entity recognition." In Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL'06), pages 74-81, 2006. [pdf] [bib] [slides (ppt)] [slides (pdf)]

Software

A few tools that I have written:

Links

TIMan Group
DAIS Lab
BeeSpace
MIAS
TIMan Group Reference Book Collection
Bookmarks

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