Publications

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Journal Articles

  1. "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.

  2. "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.

  3. "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. "Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid"
    Xin Zhao, Jing Jiang, Hongfei Yan and Xiaoming Li
    To appear in the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP'10), 2010.

  2. "Context modeling for ranking and tagging bursty features in text streams"
    Xin Zhao, Jing Jiang, Jing He, Xiaoming Li, Dongdong Shan and Hongfei Yan
    To appear in the ACM 19th Conference on Information and Knowledge Management (CIKM'10) (poster), 2010. (296/945 = 31% acceptance)

  3. "Generating templates of entity summaries with an entity-aspect model and pattern mining" [pdf] [bib] [slides (pptx)] [slides (pdf)]
    Peng Li, Jing Jiang and Yinglin Wang
    In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL'10), pages 640-649, 2010. (160/638 = 25% acceptance)

  4. "A probabilistic approach to personalized tag recommendation"
    Meiqun Hu, Ee-Peng Lim, and Jing Jiang
    To appear in the second IEEE International Conference on Social Computing (SocialCom'10), 2010.

  5. "Messaging behavior modeling in mobile social networks"
    Byung-Won On, Ee-Peng Lim, Jing Jiang, Freddy Chong Tat Chua, Viet-An Nguyen and Loo-Nin Teow
    To appear in the Symposium on Social Intelligence and Networking (SIN'10), 2010

  6. "Mining interaction behaviors for email reply order prediction"
    Byung-Won On, Ee-Peng Lim, Jing Jiang, Amruta Purandare and Loo-Nin Teow
    To appear in the 2010 International Conference on Advances in Social Networks Analysis and Mining (ASONAM'10), 2010.

  7. "Discriminative model approach towards accurate duplicate bug report retrieval" [url]
    Chengnian Sun, David Lo, Xiaoyin Wang, Jing Jiang and Siau-Cheng Khoo
    In Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE'10), pages 45-54, 2010. (52/380 = 14% acceptance)

  8. "Do you trust to get trust? A study of trust reciprocity behaviors and reciprocal trust prediction" [pdf]
    Viet-An Nguyen, Ee-Peng Lim, Hwee-Hoon Tan, Jing Jiang and Aixin Sun
    In Proceedings of the Tenth SIAM International Conference on Data Mining (SDM'10), pages 72-83, 2010. (82/344 = 24% acceptance)

  9. "TwitterRank: Finding topic-sensitive influential Twitterers" [url]
    Jianshu Weng, Ee-Peng Lim, Jing Jiang and Qi He
    In Proceedings of the Third ACM International Conference on Web Search and Data Mining (WSDM'10), pages 261-270, 2010. (45/290 = 15.5% acceptance)

  10. "Modeling syntactic structures of topics with a nested HMM-LDA" [url] [bib] [slides (ppt)] [slides (pdf)]
    Jing Jiang
    In Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM'09), pages 824-829, 2009. (140/786 = 18% acceptance)

  11. "To trust or not to trust? Predicting online trusts using trust antecedent framework" [url] [bib]
    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)

  12. "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)

  13. "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)

  14. "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.

  15. "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)

  16. "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)

  17. "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)

  18. "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)

  19. "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.

  20. "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), pages 289-290, 2005.

  21. "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

  1. "UDEL/SMU at TREC 2009 Entity Track" [pdf]
    Wei Zheng, Swapna Gottipati, Jing Jiang and Hui Fang
    In Proceedings of the 18th Text REtrieval Conference (TREC'09), 2010.

  2. "Domain Adaptation in Natural Language Processing" [url]
    Jing Jiang
    PhD Dissertation, University of Illinois at Urbana-Champaign, 2008.

  3. "Language Models for Genomics Information Retrieval: UIUC at TREC 2007 Genomics Track" [pdf]
    Yue Lu, Jing Jiang, Xu Ling, Xin He and ChengXiang Zhai
    In Proceedings of the 16th Text REtrieval Conference (TREC'07), 2008.

  4. "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.

  5. "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.

  6. "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.

  7. "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.

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