Jing Jiang

Assistant Professor

School of Information Systems
Singapore Management University
80 Stamford Road Singapore 178902
Phone:	(65) 6828 0785
Email:

Journal Articles

• "Generating gene summaries from biomedical literature: A study of semi-structured summarization" [url]
  Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai and Bruce Schatz
  Information Processing & Management (IP&M), 43(6):1777-1791, November 2007.
• "An empirical study of tokenization strategies for biomedical information retrieval" [url] [code (perl)]
  Jing Jiang and ChengXiang Zhai
  Information Retrieval, 10(4-5):341-363, October 2007.
• "Extraction of coherent relevant passages using hidden Markov models" [url]
  Jing Jiang and ChengXiang Zhai
  ACM Transactions on Information Systems (TOIS), 24(3):295-319, July 2006.

Refereed Conference Papers

1. "Discriminative model approach towards accurate duplicate bug report retrieval"
   Chengnian Sun, David Lo, Xiaoyin Wang, Jing Jiang and Siau-Cheng Khoo
   To appear in the ACM/IEEE 32nd International Conference on Software Engineering (ICSE'10). (52/380 = 13.7% acceptance)
2. "TwitterRank: Finding topic-sensitive influential Twitterers"
   Jianshu Weng, Ee-Peng Lim, Jing Jiang and Qi He
   To appear in the Third ACM International Conference on Web Search and Data Mining (WSDM'10), 2010. (45/290 = 15.5% acceptance)
3. "Modeling syntactic structures of topics with a nested HMM-LDA"
   Jing Jiang
   In Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM'09), pages 824-829, 2009. (140/786 = 18% acceptance)
4. "To trust or not to trust? Predicting online trusts using trust antecedent framework"
   Viet-An Nguyen, Ee-Peng Lim, Jing Jiang and Aixin Sun
   In Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM'09), pages 896-901, 2009. (140/786 = 18% acceptance)
5. "Multi-task transfer learning for weakly-supervised relation extraction" [pdf] [bib] [slides (ppt)]
   Jing Jiang
   In Proceedings of the Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL-IJCNLP'09), pages 1012-1020, 2009. (121/571 = 21% acceptance)
6. "Extracting paraphrases of technical terms from noisy parallel software corpus" [pdf] [bib]
   Xiaoyin Wang, David Lo, Jing Jiang, Lu Zhang and Hong Mei
   In Proceedings of the Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL-IJCNLP'09) (short paper), pages 197-120, 2009. (96/378 = 25% acceptance)
7. "Knowledge transfer via multiple model local structure mapping" [url]
   Jing Gao, Wei Fan, Jing Jiang and Jiawei Han
   In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD'08), pages 283-291, 2008.
8. "A two-stage approach to domain adaptation for statistical classfiers" [url] [slides (ppt)] [slides (pdf)]
   Jing Jiang and ChengXiang Zhai
   In Proceedings of the ACM 16th Conference on Information and Knowledge Management (CIKM'07), pages 401-410, 2007. (17% acceptance)
9. "Instance weighting for domain adaptation in NLP" [pdf] [bib] [slides (ppt)] [slides (pdf)]
   Jing Jiang and ChengXiang Zhai
   In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL'07), pages 264-271, 2007. (132/588 = 22% acceptance)
10. "A systematic exploration of the feature space for relation extraction" [pdf] [bib] [slides (ppt)] [slides (pdf)]
    Jing Jiang and ChengXiang Zhai
    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. (72/298 = 24% acceptance)
11. "Exploiting domain structure for named entity recognition" [pdf] [bib] [slides (ppt)] [slides (pdf)]
    Jing Jiang and ChengXiang Zhai
    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. (62/257 = 24% acceptance)
12. "Automatically generating gene summaries from biomedical literature" [pdf]
    Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai, and Bruce Schatz
    In Proceedings of the Pacific Symposium on Biocomputing (PSB'06), pages 40-51, 2006.
13. "Accurately extracting coherent relevant passages using hidden Markov models" [url]
    Jing Jiang and ChengXiang Zhai
    In Proceedings of the ACM 14th Conference on Information and Knowledge Management (CIKM'05) (poster session), pages 289-290, 2005.
14. "Adaptive filters for continuous queries over distributed data streams" [url]
    Chris Olston, Jing Jiang and Jennifer Widom
    In Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD'03), pages 563-574, 2003.

Other Publications

• "Robust pseudo feedback estimation and HMM passage extraction: UIUC at TREC 2006 Genomics Track" [pdf] [slides (ppt)] [slides (pdf)]
  Jing Jiang, Xin He and ChengXiang Zhai
  In Proceedings of the 15th Text REtrieval Conference (TREC'06), (selected for oral presentation), 2007.
• "An empirical study of tokenization strategies for biomedical information retrieval" [pdf]
  Jing Jiang and ChengXiang Zhai
  Technical Report UIUCDCS-R-2006-2733, University of Illinois at Urbana-Champaign, May 2006.
• "Using syntactic and semantic relation analysis in question answering" [pdf]
  Renxu Sun, Jing Jiang, Yee Fan Tan, Hang Cui, Tat-Seng Chua and Min-Yen Kan
  In Proceedings of the 14th Text REtrieval Conference (TREC'05), 2006.
• "UIUC in HARD 2004--passage retrieval using HMMs" [pdf] [slides (ppt)] [slides (pdf)]
  Jing Jiang and ChengXiang Zhai
  In Proceedings of the 13th Text REtrieval Conference (TREC'04), (selected for oral presentation), 2005.