Publications

2011

• Yaliang Li, Jing Jiang, Hai Leong Chieu and Kian Ming A. Chai. Extracting relation descriptors with conditional random fields. In Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP'11), pages 392-400, 2011. [bib]
• Swapna Gottipati and Jing Jiang. Linking entities to a knowledge base with query expansion. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP'11), pages 804-813, 2011. (24% acceptance) [bib]
• Cane Wing-ki Leung, Jing Jiang, Kian Ming A. Chai, Hai Leong Chieu and Loo-Nin Teow. Unsupervised information extraction with distributional prior knowledge. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP'11), pages 814-824, 2011. (24% acceptance) [bib]
• Peng Li, Yinglin Wang, Wei Gao and Jing Jiang. Generating aspect-oriented multi-document summarization with event-aspect model. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP'11), pages 1137-1146, 2011. (24% acceptance) [bib]
• Xin Zhao, Jing Jiang, Jing He, Yang Song, Palakorn Achanauparp, Ee-Peng Lim and Xiaoming Li. Topical keyphrase extraction from Twitter. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT'11) (long paper), pages 379-388, 2011. (26% acceptance) [bib]
• Xin Zhao, Jing Jiang, Jianshu Weng, Jing He, Ee-Peng Lim, Hongfei Yan and Xiaoming Li. Comparing Twitter and traditional media using topic models. In Proceedings of the 33rd European Conference on Information Retrieval (ECIR'11) (full paper), pages 338-349, 2011. (20% acceptance)
• Tuan-Anh Hoang, Ee-Peng Lim, Palakorn Achananuparp, Jing Jiang and Loo-Nin Teow. Modeling socialness in dynamic social networks. In Proceedings of the International Conference on Advances in Social Networks Analysis and Mining (ASONAM'11), 344-350, 2011.
• Tuan-Anh Hoang, Ee-Peng Lim, Palakorn Achananuparp, Jing Jiang and Feida Zhu. On modeling virality of Twitter content. In Proceedings of the 13th International Conference on Asia-Pacific Digital Libraries (ICADL'11), pages 212-221, 2011.
• Swapna Gottipati, David Lo and Jing Jiang. Finding relevant answers in software forums. In Proceedings of the 26th IEEE/ACM International Conference On Automated Software Engineering (ASE'11), pages 323-332, 2011. (15% acceptance)
• Chengnian Sun, David Lo, Siau-Cheng Khoo and Jing Jiang. Towards more accurate retrieval of duplicate bug reports. In Proceedings of the 26th IEEE/ACM International Conference On Automated Software Engineering (ASE'11), pages 253-262, 2011. (15% acceptance)
• Moushumi Sen Sarma, David Arcoleo, Radhika S. Khetani, Brant Chee, Xu Ling, Xin He, Jing Jiang, Qiaozhu Mei, ChengXiang Zhai and Bruce Schatz. BeeSpace Navigator: exploratory analysis of gene function using semantic indexing of biological literature. Nucleic Acids Research, 39 (suppl 2), pages W462-W469, 2011.

2010

• Peng Li, Jing Jiang and Yinglin Wang. Generating templates of entity summaries with an entity-aspect model and pattern mining. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL'10) (long paper), pages 640-649, 2010. (25% acceptance) [bib] [slides (pptx)] [slides (pdf)]
• Xin Zhao, Jing Jiang, Hongfei Yan and Xiaoming Li. Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP'10), pages 56-65, 2010. (25% acceptance) [bib]
• Xin Zhao, Jing Jiang, Jing He, Xiaoming Li, Dongdong Shan and Hongfei Yan. Context modeling for ranking and tagging bursty features in text streams. In Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM'10) (short paper), pages 1769-1772, 2010. (31% acceptance)
• Jianshu Weng, Ee-Peng Lim, Jing Jiang and Qi He. TwitterRank: Finding topic-sensitive influential Twitterers. In Proceedings of the Third ACM International Conference on Web Search and Data Mining (WSDM'10), pages 261-270, 2010. (16% acceptance)
• Meiqun Hu, Ee-Peng Lim, and Jing Jiang. A probabilistic approach to personalized tag recommendation. In Proceedings of the IEEE Second International Conference on Social Computing (SocialCom'10), pages 33-40, 2010.
• Byung-Won On, Ee-Peng Lim, Jing Jiang, Amruta Purandare and Loo-Nin Teow. Mining interaction behaviors for email reply order prediction. In Proceedings of the 2010 International Conference on Advances in Social Networks Analysis and Mining (ASONAM'10), pages 306-310, 2010.
• Byung-Won On, Ee-Peng Lim, Jing Jiang, Freddy Chong Tat Chua, Viet-An Nguyen and Loo-Nin Teow. Messaging behavior modeling in mobile social networks. In Proceedings of the Symposium on Social Intelligence and Networking (SIN'10), pages 425-430, 2010.
• Chengnian Sun, David Lo, Xiaoyin Wang, Jing Jiang and Siau-Cheng Khoo. Discriminative model approach towards accurate duplicate bug report retrieval. In Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE'10), pages 45-54, 2010. (14% acceptance)
• Viet-An Nguyen, Ee-Peng Lim, Hwee-Hoon Tan, Jing Jiang and Aixin Sun. Do you trust to get trust? A study of trust reciprocity behaviors and reciprocal trust prediction. In Proceedings of the Tenth SIAM International Conference on Data Mining (SDM'10), pages 72-83, 2010. (24% acceptance)

2009

• Jing Jiang. Multi-task transfer learning for weakly-supervised relation extraction. 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) (long paper), pages 1012-1020, 2009. (21% acceptance) [bib] [slides (ppt)]
• Jing Jiang. Modeling syntactic structures of topics with a nested HMM-LDA. In Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM'09) (short paper), pages 824-829, 2009. (18% acceptance) [bib] [slides (ppt)] [slides (pdf)]
• Xiaoyin Wang, David Lo, Jing Jiang, Lu Zhang and Hong Mei. Extracting paraphrases of technical terms from noisy parallel software corpus. 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. (25% acceptance) [bib]
• Viet-An Nguyen, Ee-Peng Lim, Jing Jiang and Aixin Sun. To trust or not to trust? Predicting online trusts using trust antecedent framework. In Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM'09) (short paper), pages 896-901, 2009. (18% acceptance) [bib]
• Wei Zheng, Swapna Gottipati, Jing Jiang and Hui Fang. UDEL/SMU at TREC 2009 Entity Track. In Proceedings of the 18th Text REtrieval Conference (TREC'09), 2010.

2008

• Jing Gao, Wei Fan, Jing Jiang and Jiawei Han. Knowledge transfer via multiple model local structure mapping. In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD'08), pages 283-291, 2008.
• Jing Jiang. Domain adaptation in natural language processing. PhD Dissertation, University of Illinois at Urbana-Champaign, 2008.

2007

• Jing Jiang and ChengXiang Zhai. A two-stage approach to domain adaptation for statistical classfiers. In Proceedings of the ACM 16th Conference on Information and Knowledge Management (CIKM'07) (regular paper), pages 401-410, 2007. (17% acceptance) [slides (ppt)] [slides (pdf)]
• 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) (long paper), pages 264-271, 2007. (22% acceptance) [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) (long paper), pages 113-120, 2007. (24% acceptance) [bib] [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. [tech report] [code (perl)]
• Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai and Bruce Schatz. Generating gene summaries from biomedical literature: A study of semi-structured summarization. Information Processing & Management (IP&M), 43(6):1777-1791, November 2007.
• Yue Lu, Jing Jiang, Xu Ling, Xin He and ChengXiang Zhai. Language models for genomics information retrieval: UIUC at TREC 2007 Genomics Track In Proceedings of the 16th Text REtrieval Conference (TREC'07), 2008.

2006

• Jing Jiang and ChengXiang Zhai. Exploiting domain structure for named entity recognition. [slides (ppt)] [slides (pdf)] In Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL'06) (long paper), pages 74-81, 2006. (24% acceptance)
• 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.
• Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai, and Bruce Schatz. Automatically generating gene summaries from biomedical literature. In Proceedings of the Pacific Symposium on Biocomputing (PSB'06), pages 40-51, 2006.
• Jing Jiang, Xin He and ChengXiang Zhai. Robust pseudo feedback estimation and HMM passage extraction: UIUC at TREC 2006 Genomics Track. In Proceedings of the 15th Text REtrieval Conference (TREC'06), (selected for oral presentation), 2007. [slides (ppt)] [slides (pdf)]

2005 and earlier

• Jing Jiang and ChengXiang Zhai. Accurately extracting coherent relevant passages using hidden Markov models. In Proceedings of the ACM 14th Conference on Information and Knowledge Management (CIKM'05) (poster), pages 289-290, 2005.
• Renxu Sun, Jing Jiang, Yee Fan Tan, Hang Cui, Tat-Seng Chua and Min-Yen Kan. Using syntactic and semantic relation analysis in question answering. In Proceedings of the 14th Text REtrieval Conference (TREC'05), 2006.
• Jing Jiang and ChengXiang Zhai. UIUC in HARD 2004--passage retrieval using HMMs In Proceedings of the 13th Text REtrieval Conference (TREC'04), (selected for oral presentation), 2005. [slides (ppt)] [slides (pdf)]
• Chris Olston, Jing Jiang and Jennifer Widom. Adaptive filters for continuous queries over distributed data streams. In Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD'03), pages 563-574, 2003.