Jing Jiang

Associate Professor

School of Information Systems
Singapore Management University
80 Stamford Road
Singapore 178902

Phone: (+65) 6828 0785
Email: jingjiang at smu dot edu dot sg

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Selected Publications

For full list of publications, see Google Scholar.

2017

[AAAI'17] Recurrent neural networks with auxiliary labels for cross-domain opinion target extraction.
Ying Ding, Jianfei Yu and Jing Jiang.
To appear in Proceedings of 31st AAAI Conference on Artificial Intelligence, 2017.

2016

[EMNLP'16] Learning sentence embeddings with auxiliary tasks for cross-domain sentiment classification. [bib]
Jianfei Yu and Jing Jiang.
In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016.
[COLING'16] Hashtag recommendation with topical attention-based LSTM.
Yang Li, Ting Liu, Jing Jiang and Liang Zhang.
To appear In Proceedings of the 26th International Conference on Computational Linguistics, 2016.
[COLING'16] Pairwise relation classification with mirror instances and a combined convolutional neural network.
Jianfei Yu and Jing Jiang.
To appear In Proceedings of the 26th International Conference on Computational Linguistics, 2016.
[NAACL'16] Learning natural language inference with LSTM. [bib]
Shuohang Wang and Jing Jiang.
In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics, 2016.
[ICDE'16] SLR: A scalable latent role model for attribute completion and tie prediction in social networks.
Lizi Liao, Qirong Ho, Jing Jiang and Ee-Peng Lim.
In Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016.

2015

[ACL'15] A hassle-free unsupervised domain adaptation method using instance similarity features. [bib]
Jianfei Yu and Jing Jiang.
In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (short paper), 2015.
[IJCAI'15] Topic modeling with document relative similarities.
Jianguang Du, Jing Jiang, Dandan Song and Lejian Liao.
In Proceedings of the 24th International Joint Conference on Artificial Intelligence, 2015.
[SDM'15] Modeling user arguments, interactions, and attributes for stance prediction in online debate forums.
Minghui Qiu, Yanchuan Sim, Noah Smith and Jing Jiang.
In Proceedings of the 2015 SIAM International Conference on Data Mining, 2015.
[RANLP'15] Towards opinion summarization from online forums. [bib]
Ying Ding and Jing Jiang.
In Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2015.
[RANLP'15] A joint model of product properties, aspects and ratings for online reviews. [bib]
Ying Ding and Jing Jiang.
In Proceedings of the International Conference on Recent Advances in Natural Language Processing (poster paper), 2015.
[SocInfo'15] Modeling social media content with word vectors for recommendation.
Ying Ding and Jing Jiang.
In Proceedings of the 7th International Conference on Social Informatics, 2015.

2014

[AAAI'14] Lifetime lexical variation in social media.
Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang and Ee-Peng Lim
In Proceedings of the 28th AAAI Conference on Artificial Intelligence, 2014.
[COLING'14] Generating supplementary travel guides from social media. [bib] [slides (pptx)]
Liu Yang, Jing Jiang, Lifu Huang, Minghui Qiu and Lizi Liao
In Proceedings of the 25th International Conference on Computational Linguistics, 2014.
[SDM'14] Recurrent Chinese restaurant process with a duration-based discount for event identification from Twitter.
Qiming Diao and Jing Jiang
In Proceedings of the 2014 SIAM International Conference on Data Mining, 2014.
[ICDM'14] ShellMiner: Mining organizational phrases in argumentative texts in social media.
Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, and Lejian Liao
In Proceedings of the 2014 IEEE International Conference on Data Mining (short paper), 2014.
[AIRS'14] Extracting interest tags from Twitter user biographies. [slides (ppt)]
Ying Ding and Jing Jiang
In Proceedings of the 10th Asia Information Retrieval Societies Conference, 2014.
[HT'14] A study of age gaps between online friends.
Lizi Liao, Jing Jiang, Ee-Peng Lim and Heyan Huang
In Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014.
[KDD'14] Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS).
Qiming Diao, Minghui Qiu, Chao-Yuan Wu, Alexander J. Smola, Jing Jiang and Chong Wang
In Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014.
[PAKDD'14] An integrated model for user attribute discovery: A case study on political affiliation identification.
Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu and Jing Jiang
In Proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2014.

2013

[EMNLP'13] A unified model for topics, events and users on Twitter. [bib]
Qiming Diao and Jing Jiang
In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013.
[EMNLP'13] Learning topics and positions from Debatepedia. [bib]
Swapna Gottipati, Minghui Qiu, Yanchuan Sim, Jing Jiang and Noah A. Smith
In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013.
[NAACL'13] A latent variable model for viewpoint discovery from threaded forum posts. [bib]
Minghui Qiu and Jing Jiang
In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics, 2013.
[NAACL'13] Mining user relations from online discussions using sentiment analysis and probabilistic matrix factorization. [bib]
Minghui Qiu, Liu Yang and Jing Jiang
In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics, 2013.
[IP&M] Automatically building templates for entity summary construction.
Peng Li, Yinglin Wang and Jing Jiang
Information Processing & Management, 49(1), 330-340, 2013.
[SDM'13] It is not just what we say, but how we say them: LDA-based behavior-topic model.
Minghui Qiu, Feida Zhu and Jing Jiang
In Proceedings of the 2013 SIAM International Conference on Data Mining, 2013.
[CIKM'13] Modeling interaction features for debate side clustering.
Minghui Qiu, Liu Yang and Jing Jiang
In Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (short paper), 2013.
[CIKM'13] CQARank: Jointly model topics and expertise in community question answering.
Liu Yang, Minghui Qiu, Swapna Gottipati, Feida Zhu, Jing Jiang, Huiping Sun, Zhong Chen
In Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013.
[SocInfo'13] Predicting user's political party using ideological stances.
Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu and Jing Jiang
In Proceedings of the 5th International Conference on Social Informatics, 2013. (Best Paper Runner-up)
[ICDM'13] TopicSketch: Real-time bursty topic detection from Twitter.
Wei Xie, Feida Zhu, Jing Jiang, Ee-Peng Lim and Ke Wang
In Proceedings of the 13th IEEE International Conference on Data Mining, 2013.

2012

[ACL'12] Finding bursty topics from microblogs. [bib]
Qiming Diao, Jing Jiang, Feida Zhu and Ee-Peng Lim
In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012.
[COLING'12] Finding thoughtful comments from social media. [bib]
Swapna Gottipati and Jing Jiang
In Proceedings of the 24th International Conference on Computational Linguistics, 2012.
[COLING'12] Extracting and normalizing entity-actions from users' comments. [bib]
Swapna Gottipati and Jing Jiang
In Proceedings of the 24th International Conference on Computational Linguistics (poster paper), 2012.
[EMNLP'12] Joint learning for coreference resolution with Markov logic. [bib]
Yang Song, Jing Jiang, Wayne Xin Zhao, Sujian Li and Houfeng Wang
In Proceedings of the Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012.
[EMNLP'12] Identifying event-related bursts via social media activities. [bib]
Wayne Xin Zhao, Baihan Shu, Jing Jiang, Yang Song, Hongfei Yan and Xiaoming Li
In Proceedings of the Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012.
[AIRS'12] Query-oriented keyphrase extraction.
Minghui Qiu, Yaliang Li and Jing Jiang
In Proceedings of the 8th Asian Information Retrieval Societies Conference, 2012.
[SocialCom'12] What's public feedback? Linking high quality feedback to social issues using social media.
Swapna Gottipati and Jing Jiang
In Proceedings of the 2012 ASE/IEEE International Conference on Social Computing (poster paper), 2012.
[BookChapter] Information extraction from text.
Jing Jiang
In Charu C. Aggarwal and ChengXiang Zhai (Eds.), Mining Text Data, Springer, 2012.
[TMIS] Who is retweeting the Tweeters? Modeling, originating, and promoting behaviors in the Twitter network.
Palakorn Achananuparp, Ee-Peng Lim, Jing Jiang and Tuan-Anh Hoang
ACM Transactions on Management Information Systems, 3(3):13, October 2012.
[HICSS'12] Tweets and votes: A study of the 2011 Singapore general election.
Marko Skoric, Nathaniel Poor, Palakorn Achananuparp, Ee-Peng Lim and Jing Jiang
In Proceedings of the 45th Hawaii International Conference on System Science, 2012.

2011

[ACL'11] Topical keyphrase extraction from Twitter. [bib]
Wayne Xin Zhao, Jing Jiang, Jing He, Yang Song, Palakorn Achanauparp, Ee-Peng Lim and Xiaoming Li
In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, 2011.
[EMNLP'11] Linking entities to a knowledge base with query expansion. [bib]
Swapna Gottipati and Jing Jiang
In Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2011.
[EMNLP'11] Unsupervised information extraction with distributional prior knowledge. [bib]
Cane W. Leung, Jing Jiang, Kian Ming A. Chai, Hai Leong Chieu and Loo-Nin Teow
In Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2011.
[EMNLP'11] Generating aspect-oriented multi-document summarization with event-aspect model. [bib]
Peng Li, Yinglin Wang, Wei Gao and Jing Jiang
In Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2011.
[ECIR'11] Comparing Twitter and traditional media using topic models.
Wayne Xin Zhao, Jing Jiang, Jianshu Weng, Jing He, Ee-Peng Lim, Hongfei Yan and Xiaoming Li
In Proceedings of the 33rd European Conference on Information Retrieval, 2011.
[IJCNLP'11] Extracting relation descriptors with conditional random fields. [bib]
Yaliang Li, Jing Jiang, Hai Leong Chieu and Kian Ming A. Chai
In Proceedings of the 5th International Joint Conference on Natural Language Processing, 2011.
[ASE'11] Finding relevant answers in software forums.
Swapna Gottipati, David Lo and Jing Jiang
In Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering, 2011.
[ASE'11] Towards more accurate retrieval of duplicate bug reports.
Chengnian Sun, David Lo, Siau-Cheng Khoo and Jing Jiang
In Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering, 2011.
[NAR] BeeSpace Navigator: exploratory analysis of gene function using semantic indexing of biological literature.
Moushumi Sen Sarma, David Arcoleo, Radhika S. Khetani, Brant Chee, Xu Ling, Xin He, Jing Jiang, Qiaozhu Mei, ChengXiang Zhai and Bruce Schatz
Nucleic Acids Research, 39 (suppl 2), pages W462-W469, 2011.

2010

[ACL'10] Generating templates of entity summaries with an entity-aspect model and pattern mining. [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, 2010.
[EMNLP'10] Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid. [bib]
Wayne Xin Zhao, Jing Jiang, Hongfei Yan and Xiaoming Li
In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010.
[WSDM'10] TwitterRank: Finding topic-sensitive influential Twitterers.
Jianshu Weng, Ee-Peng Lim, Jing Jiang and Qi He
In Proceedings of the Third ACM International Conference on Web Search and Data Mining, 2010.
[CIKM'10] Context modeling for ranking and tagging bursty features in text streams.
Wayne Xin Zhao, Jing Jiang, Jing He, Xiaoming Li, Dongdong Shan and Hongfei Yan
In Proceedings of the 19th ACM Conference on Information and Knowledge Management (short paper), 2010.
[SocialCom'10] A probabilistic approach to personalized tag recommendation.
Meiqun Hu, Ee-Peng Lim, and Jing Jiang
In Proceedings of the IEEE Second International Conference on Social Computing, 2010.
[SDM'10] Do you trust to get trust? A study of trust reciprocity behaviors and reciprocal trust prediction.
Viet-An Nguyen, Ee-Peng Lim, Hwee-Hoon Tan, Jing Jiang and Aixin Sun
In Proceedings of the 2010 SIAM International Conference on Data Mining, 2010.
[ICSE'10] A discriminative model approach for accurate duplicate bug report retrieval.
Chengnian Sun, David Lo, Xiaoyin Wang, Jing Jiang and Siau-Cheng Khoo
In Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010.

2009

[ACL'09] Multi-task transfer learning for weakly-supervised relation extraction. [bib] [slides (ppt)]
Jing Jiang
In Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics, 2009.
[ACL'09] Extracting paraphrases of technical terms from noisy parallel software corpus. [bib]
Xiaoyin Wang, David Lo, Jing Jiang, Lu Zhang and Hong Mei
In Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (short paper), 2009.
[ICDM'09] Modeling syntactic structures of topics with a nested HMM-LDA. [bib] [slides (ppt)] [slides (pdf)]
Jing Jiang
In Proceedings of the Ninth IEEE International Conference on Data Mining (short paper), 2009.
[ICDM'09] To trust or not to trust? Predicting online trusts using trust antecedent framework. [bib]
Viet-An Nguyen, Ee-Peng Lim, Jing Jiang and Aixin Sun
In Proceedings of the Ninth IEEE International Conference on Data Mining (short paper), 2009.

2008

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

2007

[ACL'07] Instance weighting for domain adaptation in NLP. [bib] [slides (ppt)] [slides (pdf)]
Jing Jiang and ChengXiang Zhai
In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics, 2007.
[NAACL'07] A systematic exploration of the feature space for relation extraction. [bib] [slides (ppt)] [slides (pdf)]
Jing Jiang and ChengXiang Zhai
In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics, 2007.
[CIKM'07] A two-stage approach to domain adaptation for statistical classfiers. [slides (ppt)] [slides (pdf)]
Jing Jiang and ChengXiang Zhai
In Proceedings of the ACM 16th Conference on Information and Knowledge Management, 2007.
[IP&M] Generating gene summaries from biomedical literature: A study of semi-structured summarization.
Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai and Bruce Schatz
Information Processing & Management, 43(6):1777-1791, November 2007.

2006 and earlier

[NAACL'06] Exploiting domain structure for named entity recognition. [bib] [slides (ppt)] [slides (pdf)]
Jing Jiang and ChengXiang Zhai
In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics, 2006.
[TOIS] Extraction of coherent relevant passages using hidden Markov models.
Jing Jiang and ChengXiang Zhai
ACM Transactions on Information Systems, 24(3):295-319, July 2006.
[PSB'06] Automatically generating gene summaries from biomedical literature.
Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai, and Bruce Schatz
In Proceedings of the Pacific Symposium on Biocomputing, 2006.
[CIKM'05] Accurately extracting coherent relevant passages using hidden Markov models.
Jing Jiang and ChengXiang Zhai
In Proceedings of the ACM 14th Conference on Information and Knowledge Management (poster paper), 2005.
[SIGMOD'03] Adaptive filters for continuous queries over distributed data streams.
Chris Olston, Jing Jiang and Jennifer Widom
In Proceedings of the ACM SIGMOD International Conference on Management of Data, 2003.