2022

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Continual Learning Dialogue Systems - Learning during Conversation
Sahisnu Mazumder | Bing Liu
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2019

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Reconstruction of Hidden Representation for Robust Feature Extraction
Zeng Yu | Tianrui Li | Ning Yu | Yi Pan | Hongmei Chen | Bing Liu
2019 Volume 10 Issue 2

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Open-world Learning and Application to Product Classification
Hu Xu | Bing Liu | Lei Shu | Philip S. Yu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Lifelong Machine Learning, Second Edition
Zhiyuan Chen | Bing Liu
2018

2017

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Bimodal Distribution and Co-Bursting in Review Spam Detection
Huayi Li | Geli Fei | Shuai Wang | Bing Liu | Weixiang Shao | Arjun Mukherjee | Jidong Shao
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

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Lifelong Machine Learning
Zhiyuan Chen | Bing Liu
2016

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Mining Aspect-Specific Opinion using a Holistic Lifelong Topic Model
Shuai Wang | Zhiyuan Chen | Bing Liu
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Diversionary Comments under Blog Posts
Jing Wang | Clement T. Yu | Philip S. Yu | Bing Liu | Weiyi Meng
2015 Volume 9 Issue 4

2014

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Topic formation and development: a core-group evolving process
Tieyun Qian | Qing Li | Bing Liu | Hui Xiong | Jaideep Srivastava | Phillip C.-Y. Sheu
2014 Volume 17 Issue 6

2013

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Sentiment analysis of sentences with modalities
Yang Liu | Xiaohui Yu | Zhongshuai Chen | Bing Liu
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, UnstructureNLP@CIKM 2013, San Francisco, California, USA, October 28, 2013

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Discovering coherent topics using general knowledge
Zhiyuan Chen | Arjun Mukherjee | Bing Liu | Meichun Hsu | Malú Castellanos | Riddhiman Ghosh
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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Sentiment Analysis and Opinion Mining
Bing Liu
2012

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Identify Online Store Review Spammers via Social Review Graph
Guan Wang | Sihong Xie | Bing Liu | Philip S. Yu
2012 Volume 3 Issue 4

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Diversionary comments under political blog posts
Jing Wang | Clement T. Yu | Philip S. Yu | Bing Liu | Weiyi Meng
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Spotting fake reviewer groups in consumer reviews
Arjun Mukherjee | Bing Liu | Natalie S. Glance
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

2011

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Clustering product features for opinion mining
Zhongwu Zhai | Bing Liu | Hua Xu | Peifa Jia
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

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Detecting group review spam
Arjun Mukherjee | Bing Liu | Junhui Wang | Natalie S. Glance | Nitin Jindal
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

2010

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Keynote speaker
Bing Liu
Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents, SMUC@CIKM 2010, Toronto, ON, Canada, October 30, 2010

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WePS3 Evaluation Campaign: Overview of the On-line Reputation Management Task
Enrique Amigó | Javier Artiles | Julio Gonzalo | Damiano Spina | Bing Liu | Adolfo Corujo
CLEF 2010 LABs and Workshops, Notebook Papers, 22-23 September 2010, Padua, Italy

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Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

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Finding unusual review patterns using unexpected rules
Nitin Jindal | Bing Liu | Ee-Peng Lim
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Detecting product review spammers using rating behaviors
Ee-Peng Lim | Viet-An Nguyen | Nitin Jindal | Bing Liu | Hady Wirawan Lauw
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Entity relation discovery from web tables and links
Cindy Xide Lin | Bo Zhao | Tim Weninger | Jiawei Han | Bing Liu
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2009

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What's behind topic formation and development: a perspective of community core groups
Tieyun Qian | Qing Li | Bing Liu | Hui Xiong | Jaideep Srivastava | Phillip C.-Y. Sheu
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2008

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A holistic lexicon-based approach to opinion mining
Xiaowen Ding | Bing Liu | Philip S. Yu
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

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Opinion spam and analysis
Nitin Jindal | Bing Liu
Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008

2007

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The utility of linguistic rules in opinion mining
Xiaowen Ding | Bing Liu
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Semantic text classification of disease reporting
Yi Zhang | Bing Liu
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Review spam detection
Nitin Jindal | Bing Liu
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

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Extracting Web Data Using Instance-Based Learning
Yanhong Zhai | Bing Liu
2007 Issue 2

2006

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Identifying comparative sentences in text documents
Nitin Jindal | Bing Liu
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

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Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

2005

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Mining community structure of named entities from free text
Xin Li | Bing Liu
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Opportunity map: a visualization framework for fast identification of actionable knowledge
Kaidi Zhao | Bing Liu | Thomas M. Tirpak | Weimin Xiao
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

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Opinion observer: analyzing and comparing opinions on the Web
Bing Liu | Minqing Hu | Junsheng Cheng
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005

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Web data extraction based on partial tree alignment
Yanhong Zhai | Bing Liu
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005

2004

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On the temporal dimension of search
Philip S. Yu | Xin Li | Bing Liu
Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

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Dealing with different distributions in learning from
Xiaoli Li | Bing Liu
Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

2003

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Mining topic-specific concepts and definitions on the web
Bing Liu | Chee Wee Chin | Hwee Tou Ng
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003

2002

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Using micro information units for internet search
Xiaoli Li | Tong-Heng Phang | Minqing Hu | Bing Liu
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

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Visualizing web site comparisons
Bing Liu | Kaidi Zhao | Lan Yi
Proceedings of the Eleventh International World Wide Web Conference, WWW 2002, May 7-11, 2002, Honolulu, Hawaii, USA

2000

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Clustering Through Decision Tree Construction
Bing Liu | Yiyuan Xia | Philip S. Yu
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000

1999

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Clustering Transactions Using Large Items
Ke Wang | Chu Xu | Bing Liu
Proceedings of the 1999 ACM CIKM International Conference on Information and Knowledge Management, Kansas City, Missouri, USA, November 2-6, 1999