2023

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Model-based Unbiased Learning to Rank
Dan Luo | Lixin Zou | Qingyao Ai | Zhiyu Chen | Dawei Yin | Brian D. Davison
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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StruBERT: Structure-aware BERT for Table Search and Matching
Mohamed Trabelsi | Zhiyu Chen | Shuo Zhang | Brian D. Davison | Jeff Heflin
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Neural ranking models for document retrieval
Mohamed Trabelsi | Zhiyu Chen | Brian D. Davison | Jeff Heflin
2021 Volume 24 Issue 6

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WTR: A Test Collection for Web Table Retrieval
Zhiyu Chen | Shuo Zhang | Brian D. Davison
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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MGNETS: Multi-Graph Neural Networks for Table Search
Zhiyu Chen | Mohamed Trabelsi | Jeff Heflin | Dawei Yin | Brian D. Davison
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Weighted Pseudo Labeling Refinement for Plant Identification
Youshan Zhang | Brian D. Davison
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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IP Geolocation Using Traceroute Location Propagation and IP Range Location Interpolation
Ovidiu Dan | Vaibhav Parikh | Brian D. Davison
Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Exploring Datasets via Cell-Centric Indexing
Jeff Heflin | Brian D. Davison | Haiyan Jia
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021

2020

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Table Search Using a Deep Contextualized Language Model
Zhiyu Chen | Mohamed Trabelsi | Jeff Heflin | Yinan Xu | Brian D. Davison
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge
Youshan Zhang | Brian D. Davison
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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Leveraging Schema Labels to Enhance Dataset Search
Zhiyu Chen | Haiyan Jia | Jeff Heflin | Brian D. Davison
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part I

2018

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Editorial
Brian D. Davison
2018 Volume 12 Issue 2

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Recognizing Quantity Names for Tabular Data
Yang Yi | Zhiyu Chen | Jeff Heflin | Brian D. Davison
Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR); and the International Workshop on Data Search (DATA:SEARCH'18) Co-located with (ACM SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018

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The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Generating Schema Labels through Dataset Content Analysis
Zhiyu Chen | Haiyan Jia | Jeff Heflin | Brian D. Davison
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2016

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Improving IP Geolocation using Query Logs
Ovidiu Dan | Vaibhav Parikh | Brian D. Davison
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

2014

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Estimating ad group performance in sponsored search
Dawei Yin | Bin Cao | Jian-Tao Sun | Brian D. Davison
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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Exploiting contextual factors for click modeling in sponsored search
Dawei Yin | Shike Mei | Bin Cao | Jian-Tao Sun | Brian D. Davison
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

2013

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Co-factorization machines: modeling user interests and predicting individual decisions in Twitter
Liangjie Hong | Aziz S. Doumith | Brian D. Davison
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

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Connecting comments and tags: improved modeling of social tagging systems
Dawei Yin | Shengbo Guo | Boris Chidlovskii | Brian D. Davison | Cédric Archambeau | Guillaume Bouchard
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

2012

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Learning to rank social update streams
Liangjie Hong | Ron Bekkerman | Joseph Adler | Brian D. Davison
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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Multi-objective optimization in learning to rank
Na Dai | Milad Shokouhi | Brian D. Davison
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Link formation analysis in microblogs
Dawei Yin | Liangjie Hong | Xiong Xiong | Brian D. Davison
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Award prediction with temporal citation network analysis
Zaihan Yang | Dawei Yin | Brian D. Davison
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Learning to rank for freshness and relevance
Na Dai | Milad Shokouhi | Brian D. Davison
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Hierarchy evolution for improved classification
Xiaoguang Qi | Brian D. Davison
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Structural link analysis and prediction in microblogs
Dawei Yin | Liangjie Hong | Brian D. Davison
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Filtering microblogging messages for social TV
Ovidiu Dan | Junlan Feng | Brian D. Davison
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

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Exploiting session-like behaviors in tag prediction
Dawei Yin | Liangjie Hong | Brian D. Davison
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

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Predicting popular messages in Twitter
Liangjie Hong | Ovidiu Dan | Brian D. Davison
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

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Enhancing web search with entity intent
Na Dai | Xiaoguang Qi | Brian D. Davison
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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Adversarial Web Search
Carlos Castillo | Brian D. Davison
2010 Volume 4 Issue 5

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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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Topic-driven multi-type citation network analysis
Zaihan Yang | Liangjie Hong | Brian D. Davison
Recherche d'Information Assistée par Ordinateur, RIAO 2010: Adaptivity, Personalization and Fusion of Heterogeneous Information, 9th International Conference, Bibliotheque Nationale de France, Paris, France, April 28-30, 2010, Proceedings

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Capturing page freshness for web search
Na Dai | Brian D. Davison
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Freshness matters: in flowers, food, and web authority
Na Dai | Brian D. Davison
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Choosing your own adventure: automatic taxonomy generation to permit many paths
Xiaoguang Qi | Dawei Yin | Zhenzhen Xue | Brian D. Davison
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Mining Neighbors' Topicality to Better Control Authority Flow
Na Dai | Brian D. Davison | Yaoshuang Wang
Advances in Information Retrieval, 32nd European Conference on IR Research, ECIR 2010, Milton Keynes, UK, March 28-31, 2010. Proceedings

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Mining Anchor Text Trends for Retrieval
Na Dai | Brian D. Davison
Advances in Information Retrieval, 32nd European Conference on IR Research, ECIR 2010, Milton Keynes, UK, March 28-31, 2010. Proceedings

2009

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Looking into the past to better classify web spam
Na Dai | Brian D. Davison | Xiaoguang Qi
AIRWeb 2009, Fifth International Workshop on Adversarial Information Retrieval on the Web, Madrid, Spain, April 21, 2009

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Diversifying Search Results with Popular Subtopics
Dawei Yin | Zhenzhen Xue | Xiaoguang Qi | Brian D. Davison
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009

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Counting ancestors to estimate authority
Jian Wang | Brian D. Davison
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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A classification-based approach to question answering in discussion boards
Liangjie Hong | Brian D. Davison
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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Vetting the links of the web
Na Dai | Brian D. Davison
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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Introduction to special section on adversarial issues in Web search
Marc Najork | Brian D. Davison
2008 Volume 2 Issue 1

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Adversarial Information Retrieval on the Web (AIRWeb 2007)
Carlos Castillo | Kumar Chellapilla | Brian D. Davison
2008 Volume 42 Issue 1

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Explorations in tag suggestion and query expansion
Jian Wang | Brian D. Davison
Proceeding of the 2008 ACM Workshop on Search in Social Media, SSM 2008, Napa Valley, California, USA, October 30, 2008

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Classifiers without borders: incorporating fielded text from neighboring web pages
Xiaoguang Qi | Brian D. Davison
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Separate and inequal: preserving heterogeneity in topical authority flows
Lan Nie | Brian D. Davison
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

2007

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Measuring Similarity to Detect Qualified Links
Xiaoguang Qi | Lan Nie | Brian D. Davison
AIRWeb 2007, Third International Workshop on Adversarial Information Retrieval on the Web, co-located with the WWW conference, Banff, Canada, May 2007

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AIRWeb 2007, Third International Workshop on Adversarial Information Retrieval on the Web, co-located with the WWW conference, Banff, Canada, May 2007

AIRWeb 2007, Third International Workshop on Adversarial Information Retrieval on the Web, co-located with the WWW conference, Banff, Canada, May 2007

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Ranking by community relevance
Lan Nie | Brian D. Davison | Baoning Wu
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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Winnowing wheat from the chaff: propagating trust to sift spam from the web
Lan Nie | Baoning Wu | Brian D. Davison
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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A cautious surfer for PageRank
Lan Nie | Baoning Wu | Brian D. Davison
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

2006

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Adversarial information retrieval on the web (AIRWeb 2006)
Brian D. Davison | Marc Najork | Tim Converse
2006 Volume 40 Issue 2

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Topical link analysis for web search
Lan Nie | Brian D. Davison | Xiaoguang Qi
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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Knowing a web page by the company it keeps
Xiaoguang Qi | Brian D. Davison
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

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Detecting semantic cloaking on the web
Baoning Wu | Brian D. Davison
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

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Topical TrustRank: using topicality to combat web spam
Baoning Wu | Vinay Goel | Brian D. Davison
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

2005

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Cloaking and Redirection: A Preliminary Study
Baoning Wu | Brian D. Davison
AIRWeb 2005, First International Workshop on Adversarial Information Retrieval on the Web, co-located with the WWW conference, Chiba, Japan, May 2005

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Hybrid semantic tagging for information extraction
Ronen Feldman | Binyamin Rosenfeld | Moshe Fresko | Brian D. Davison
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

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Identifying link farm spam pages
Baoning Wu | Brian D. Davison
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

2004

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Lessons from a Gnutella-web gateway
Brian D. Davison | Wei Zhang | Baoning Wu
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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A Non-Functional Prototype at TREC 2003
Brian D. Davison | Wei Zhang | Josh Miller
Proceedings of The Twelfth Text REtrieval Conference, TREC 2003, Gaithersburg, Maryland, USA, November 18-21, 2003

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Toward a unification of text and link analysis
Brian D. Davison
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada

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Finding Relevant Website Queries
Brian D. Davison | David G. Deschenes | David B. Lewanda
Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

2000

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Topical locality in the Web
Brian D. Davison
SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 24-28, 2000, Athens, Greece

1999

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An Early DiscoWeb Prototype at TREC8
Brian D. Davison | Apostolos Gerasoulis | Konstantinos Kleisouris | Yingfang Lu | Hyun-ju Seo | Junyu Tian | Song Wang | Wei Wang | Baohua Wu
Proceedings of The Eighth Text REtrieval Conference, TREC 1999, Gaithersburg, Maryland, USA, November 17-19, 1999

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