Brian D. Davison

2024

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Unbiased Learning-to-Rank Needs Unconfounded Propensity Estimation.
Dan Luo|Lixin Zou|Qingyao Ai|Zhiyu Chen|Chenliang Li|Dawei Yin|Brian D. Davison
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

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
Discover Computing 2021 Volume 24 Issue 6
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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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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.
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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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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.

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
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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

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
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2018
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Editorial.
Brian D. Davison
ACM Transactions on the Web 2018 Volume 12 Issue 2
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Generating Schema Labels through Dataset Content Analysis.
Zhiyu Chen|Haiyan Jia|Jeff Heflin|Brian D. Davison
Companion Proceedings of the 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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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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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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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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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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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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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)
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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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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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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)

2010

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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
Web Search and Data Mining (WSDM) 2010
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Adversarial Web Search.
Carlos Castillo|Brian D. Davison
Foundations and Trends in Information Retrieval 2010 Volume 4 Issue 5
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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 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
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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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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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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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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

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
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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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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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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

2008

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Introduction to special section on adversarial issues in Web search.
Marc Najork|Brian D. Davison
ACM Transactions on the Web 2008 Volume 2 Issue 1
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Adversarial Information Retrieval on the Web (AIRWeb 2007).
Carlos Castillo|Kumar Chellapilla|Brian D. Davison
SIGIR Forum 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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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
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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

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
SIGIR Forum 2006 Volume 40 Issue 2
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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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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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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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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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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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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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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