Publications

2018

  • Xiaoyu Liu, Shunda Pan, Qi Zhang, Yu-Gang Jiang and Xuanjing Huang, Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem, In Proceedings of The 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), October 22-26, 2018, Turin, Italy.

  • Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding and Xuanjing Huang, Part-of-Speech Tagging for Twitter by Different Expression Styles, In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), October 31–November 4, 2018, Brussels, Belgium.

  • Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang, A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis, In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), August 20-26, 2018, Santa Fe, New-Mexico, USA. [PDF]
  • (Awarded "Area Chair Favorites")

  • Lu Ji, Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang, and Xuanjing Huang, Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model, In Proceedings of the The 27th International Conference on Computational Linguistics (COLING 2018), August 20-26, 2018, Santa Fe, New-Mexico, USA. [PDF]

  • Minlong Peng, Qi Zhang, Yu-gang Jiang and Xuanjing Huang, Cross-Domain Sentiment Classification with Target Domain Specific Information, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL-2018), July 15-20, 2018, Melbourne, Australia. [PDF]

  • Lujun Zhao, Qi Zhang, Peng Wang and Xiaoyu Liu, Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation, In Proceedings of the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI-18), July 9-19, 2018, Stockholm, Sweden. [PDF] [CODE]

  • Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui and Xuanjing Huang, Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network, In Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-2018), July 8-12, 2018, Ann Arbor Michigan, USA. [PDF] [CODE] [DATA]

  • Qi Zhang, Xiaoyu Liu, Jinlan Fu, Neural Networks Incorporating Dictionaries for Chinese Word Segmentation, In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), February 2–7, 2018, New Orleans, USA [PDF] [CODE] [DATA]

  • Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang, Adaptive Co-attention Network for Named Entity Recognition in Tweets, In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), February 2–7, 2018, New Orleans, USA [PDF] [CODE] [DATA]

  • 2017

  • YuanbinWu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang, A Learning Error Analysis for Structured Prediction with Approximate Inference, In Proceedings of the Thirty-first Annual Conference on Neural Information Processing Systems (NIPS 2017), December 4-9, 2017, Long Beach, CA, USA. [PDF]

  • Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang, Part-of-Speech Tagging for Twitter with Adversarial Neural Networks, In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), September 7–11, 2017, Copenhagen, Denmark. [PDF] [CODE]

  • Haoran Huang, Qi Zhang, Jindou Wu, Xuanjing Huang, Predicting Which Topics You Will Join in the Future on Social Media, The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), August 2-5, 2017, Kyoto, Japan [PDF]

  • Haoran Huang, Qi Zhang, Xuanjing Huang, Mention Recommendation for Twitter with End-to-end Memory Network, The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), August 19-25 2017, Melbourne, Australia. [PDF]

  • Qi Zhang, Jiawen Wang, Haoran Huang, Xuanjing Huang, Yeyun Gong, Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network, The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), August 19-25 2017, Melbourne, Australia. [PDF] [CODE] [DATA]

  • Yeyun Gong, Qi Zhang, Xiaoying Han, Xuanjing Huang, Phrase-based hashtag recommendation for microblog posts, SCIENCE CHINA Information Sciences, January 2017, Vol. 60, 012109:1-012109:13 [PDF]

  • Changzhi Sun, YuanbinWu, Man Lan, Shiliang Sun, Qi Zhang, Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network, The 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), April 3-7, 2017,Valencia, Spain [PDF]

  • 2016

  • Haoran Huang, Qi Zhang, Yeyun Gong, Xuanjing Huang, Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention, In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), December 11-16, 2016, Osaka, Japan. [PDF] [DATA]

  • Jifan Chen, Qi Zhang, Xuanjing Huang, Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network, In Proceedings of the 54th annual meeting of the Association for Computational Linguistics (ACL 2016), August 7-12, 2016, Berlin, Germany. [PDF]

  • Jifan Chen, Qi Zhang, Xuanjing Huang, Discourse Relations Detection via a Mixed Generative-Discriminative Framework, In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016), Feb. 12-17, 2016, Phoenix, Arizona, USA. [PDF]

  • Yeyun Gong, Qi Zhang, Hashtag Recommendation using Attention-based Convolutional Neural Network, In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), July 9-15, 2016, New York City, USA. [PDF] [DATA]

  • Qi Zhang, Wang Yang, Jin Qian, Xuanjing Huang, A Mixed Generative-Discriminative Based Hashing Method, IEEE Transactions on Knowledge & Data Engineering (TKDE), vol.28, no. 4, pp. 845-857, April 2016 [PDF]

  • Yeyun Gong, Qi Zhang, Haoran huang, Jindou Wu, Xuanjing Huang, Retweet Prediction with Attention-based Deep Neural Network, In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), October 24-28, 2016, Indianapolis, United States. [PDF]

  • Jifan Chen, Qi Zhang, Xuanjing Huang, Incorporate Group Information to Enhance Network Embedding, In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), October 24-28, 2016, Indianapolis, United States. [PDF]

  • Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang, Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter, In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016),  November 15, 2016, Austin, Texas, USA. [PDF] [DATASET]

  • Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang, Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary, In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016), November 15, 2016, Austin, Texas, USA. [PDF]

  • 2015

  • Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang, Retweet Behavior Prediction Using Hierarchical Dirichlet Process, In Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Jan 25-29, 2015, Austin, Texas, USA. [PDF]

  • Yeyun Gong, Qi Zhang, Xuyang Sun, Xuanjing Huang, Who will you "@"?, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Oct 19-23, 2015, Melbourne, Australia. [PDF]

  • Yeyun Gong, Qi Zhang, Xuanjing Huang, Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags, In Proceedings of the conference on Empirical Methods in Natural Language Processing 2015 (EMNLP 2015), Sep. 17-21, 2015, Lisboa, Portugal. [PDF]

  • Juan Xu, Qi Zhang, Xuanjing Huang, Personalized Hashtag Suggestion for Microblogs, Social Media Processing Volume 568 of the series Communications in Computer and Information Science, pp 38-50. [PDF]

  • 2014

  • Qi Zhang, Yeyun Gong, Xuyang Sun, Xuanjing Huang, Xuanjing Huang, Time-aware Personalized Hashtag Recommendation on Social Media, In Proceedings of the 25th International Conference on Computational Linguistics (Coling 2014), Aug. 23-29, 2014, Dublin, Ireland. [PDF]

  • Yeyun Gong, Yaqian Zhou, Ya Guo, Qi Zhang, Xuanjing Huang, A Generative Model for Identifying Target Companies of Microblogs, In Proceedings of the 25th International Conference on Computational Linguistics (Coling 2014), Aug. 23-29, 2014, Dublin, Ireland. [PDF]

  • Longhui Zhang, Lei Li, Tao Li, Qi Zhang, PatentLine: Analyzing Technology Evolution on Multi-View Patent Graphs, In Proceedings of the 37th Annual SIGIR Conference (SIGIR 2014), July 6-11, 2014, Gold Coast, Queensland, Australia.

  • Qi Zhang, Jihua Kang, Jin Qian, Xuanjing Huang, Continuous Word Embeddings for Detecting Local Text Reuses at the Semantic Level, In Proceedings of the 37th Annual SIGIR Conference (SIGIR 2014), July 6-11, 2014, Gold Coast, Queensland, Australia. [PDF]

  • Qi Zhang, Huan Chan, Jihua Kang, and Xuanjing Huang, Chinese-English Mixed Text Normalization, In Proceedings of the 7th ACM WSDM Conference (WSDM 2014), February 24-28, 2014, New York City, USA. [PDF] (Best Paper Nominated)

  • 2013

  • Qi Zhang, Jin Qian, Huan Chen, Jihua Kang and Xuanjing Huang, Discourse Level Explanatory Relation Extraction from Product Reviews Using First-order Logic, In Proceedings of Conference on Empirical Methods in Natural Language Processing 2013 (EMNLP 2013), October 18-21, 2013, Seattle, USA. [PDF]

  • Zhuoye Ding, Xipeng Qiu, Qi Zhang and Xuanjing Huang, Learning Topical Translation Model for Microblog Hashtag Suggestion, In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013). August 3-9, 2013, Beijing, China. [PDF]

  • Qi Zhang, Jihua Kang, Yeyun Gong, Yaqian Zhou, Xuanjing Huang, Map Search via a Factor Graph Model, In Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2013). Oct.27- Nov.1, 2013, San Francisco, CA, USA. [PDF]

  • Yaqian Zhou, Qi Zhang, Xuanjing Huang and Lide Wu, A Pattern-Based Selective Recrawling Approach for Object-Level Vertical Search, In Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM 2013). Oct.27- Nov.1, 2013, San Francisco, CA, USA.

  • Juan Xu, Qi Zhang and Xuanjing Huang, Understanding the Semantic Intent of Natural Language Query, In Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013). Oct. 14-18, 2013, Nagoya, Japan.

  • Huan Chen, Qi Zhang, Jin Qian and Xuanjing Huang, Chinese Named Entity Abbreviation Generation Using First-Order Logic, In Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013). Oct. 14-18, 2013, Nagoya, Japan. [Data]

  • Zhuoye Ding, Yeyun Gong, Yaqian Zhou, Qi Zhang and Xuanjing Huang, Detecting Spammers in Community Question Answering, In Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013). Oct. 14-18, 2013, Nagoya, Japan.

  • 2012

  • Qi Zhang, Yan Wu, Xuanjing Huang, Learning Hash Codes for Efficient Content Reuse Detection, In Proceedings of the 35th Annual SIGIR Conference (SIGIR 2012), August 12-16,2012, Portland, Oregon, USA. [PDF]

  • Qi Zhang, Yan Wu, Xuanjing Huang, Selecting Expansion Terms as a Set via Integer Linear Programming , In Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM 2012), October 29 to November 2, 2012, Maui, USA. [PDF]

  • Zhuoye Ding, Qi Zhang and Xuanjing Huang, Automatic Hashtag Recommendation for Microblogs using Topic-specific Translation Model, In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Dec 8-15 2012, Mumbai, India. [PDF]

  • 2011

  • Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu, Structural Opinion Mining for Graph-based Sentiment Representation, In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2011), Edinburgh, UK, July 2011. [PDF] [data]

  • Yan Wu, Qi Zhang, Xuanjing Huang, Efficient Near-Duplicate Detection for Q&A Forum, in Prceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP-2011), November 8-13, 2011, Chiang Mai, Thailand. [PDF]

  • Zhuoye Ding, Qi Zhang, Xuanjing Huang, Keyphrase Extraction from Online News Using Binary Integer Programming, in Prceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP-2011), November 8-13, 2011, Chiang Mai, Thailand. [PDF] [data]

  • Zhuoye Ding, Qi Zhang, Xuanjing Huang, Learning to Extract Coherent Keyphrases from Online News , in Prceedings of the 7th Asian Information Retrieval Societies Conference (AIRS 2011), Dec. 18-20, 2011,Dubai, United Arab Emirates.

  • Qi Zhang, Yuanbin Wu, Yan Wu, Xuanjing Huang, Opinion Mining with Sentiment Graph, in Prceedings of the 2011 IEEE / WIC / ACM International Conferences on WEB INTELLIGENCE and INTELLIGENT AGENT TECHNOLOGY, August 2011, Lyon, France. [PDF]

  • 2010

  • Yaqian Zhou, Mengjing Jiang, Qi Zhang, Xuanjing Huang,Lide Wu, Selective Recrawling for Object-Level Vertical Search, in Proc. of the 19th International World Wide Web Conference (WWW 2010), Raleigh, USA. [PDF]

  • Qi Zhang, Yue Zhang, Haomin Yu, Xuanjing Huang, Efficient Partial-Duplicate Detection Based on Sequence Matching , in Proc. of the 33rd Annual ACM SIGIR Conference (SIGIR 2010), Geneva, Switzerland. [PDF]

  • Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu, 2D Trie for Fast Parsing , in Proc. of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, P.R.China. [PDF]

  • Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu, Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks, in Proc. of EMNLP 2010, Massachusetts, USA. [PDF]

  • Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu, Pseudo-Relevance Feedback Based on mRMR Criteria, in Proc. of AIRS 2010, Tapei, Taiwan.

  • Bingqing Wang,Yaqian Zhou, Xipengqiu, Qi Zhang, Xuanjing Huang, Bagging to Find Better Expansion Words, in Proc. of NLPKE 2010, Beijing.

  • Before 2009

  • Yuanbin Wu, Qi Zhang, Xuangjing Huang and Lide Wu, Phrase Dependency Parsing For Opinion Mining, in Proc. of the Empirical Methods in Natural Language Processing 2009(EMNLP 2009), Singapore. [PDF] [data]

  • Qi Zhang, Yang Shi, Xuanjing Huang, Lide Wu, Template-independent Wrapper for Web Forums, in Proc. of the 32nd Annual ACM SIGIR Conference (SIGIR 2009), Boston, USA. [PDF]

  • Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang, Mining Product Reviews Based on Shallow Dependency Parsing, in Proc. of the 32nd Annual ACM SIGIR Conference (SIGIR 2009), Boston, USA. [PDF]

  • Xian Qian, Xiaoqian Jiang,  Qi Zhang, Xuanjing Huang, Lide Wu, Sparse Higher Order Conditional Random Fields for improved sequence labeling, in Proc. of the 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada. [PDF]

  • Juyang Weng, Qi Zhang, Mingmin Chi and Xiangyang Xue, Complex Text Processing by the Temporal Context Machines. in Proc. of the 8th International Conference on Development and Learning(ICDL 2009), Shanghai, P.R.China.

  • Qi Zhang, Xipeng Qiu, Xuanjing Huang, Lide Wu, Domain Adaptation for Conditional Random Fields, AIRS 2008.

  • Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu , Graph Mutual Reinforcement based Bootstrapping, AIRS 2008.

  • Qi Zhang, Fuliang Weng and Zhe Feng, A Progressive Feature Selection Algorithm for Ultra Large Feature Spaces, in Proc. of COLING ACL, 2006 [PDF]

  • Fuliang Weng, Sebastian Varges, Badri Raghunathan, Florin Ratiu, Heather Pon-Barry, Brian Lathrop, Qi Zhang, Harry Bratt, Tobias Scheideck, Kui Xu, Matthew Purver, Rohit Mishra, Annie Lien, Madhuri Raya, Stanley Peters Yao Meng, Jeff Russell, Lawrence Cavedon, Elisabeth Shriberg, Hauke Schmidt, Ramon Prieto. (2006). CHAT: A Conversational Helper for Automotive Tasks. Submitted to ICSLP-2006. [PDF]

  • Qi Zhang, X.J. Huang, Lide Wu, A New Method for Calculting Similarity between sentences and Application on Automatic Text Summarization, Journal of Chinese Information Processing, Vol. 19 No. 2, 2005,19(2). pp 93-99.

  • Qi Zhang, Fuliang Weng, Exploring Features for Identifying Edited Regions in Disfluent Sentences, in Proc. of IWPT , 2005 [PDF]