Thorsten Joachims

2025

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LangPTune: Optimizing Language-based User Profiles for Recommendation.
Zhaolin Gao|Joyce Zhou|Yijia Dai|Thorsten Joachims
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

2024

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Counterfactual Ranking Evaluation with Flexible Click Models.
Alexander Buchholz|Ben London|Giuseppe Di Benedetto|Jan Malte Lichtenberg|Yannik Stein|Thorsten Joachims
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Ranking with Long-Term Constraints.
Kianté Brantley|Zhichong Fang|Sarah Dean|Thorsten Joachims
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

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Variance-Minimizing Augmentation Logging for Counterfactual Evaluation in Contextual Bandits.
Aaron David Tucker|Thorsten Joachims
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
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Uncertainty Quantification for Fairness in Two-Stage Recommender Systems.
Lequn Wang|Thorsten Joachims
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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Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion.
Adam Block|Rahul Kidambi|Daniel N. Hill|Thorsten Joachims|Inderjit S. Dhillon
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Optimizing Rankings for Recommendation in Matching Markets.
Yi Su|Magd Bayoumi|Thorsten Joachims
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Fairness and Control of Exposure in Two-sided Markets.
Thorsten Joachims
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021
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User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets.
Lequn Wang|Thorsten Joachims
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021
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Policy-Gradient Training of Fair and Unbiased Ranking Functions.
Himank Yadav|Zhengxiao Du|Thorsten Joachims
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Exploring Acoustic Similarity for Novel Music Recommendation.
Derek Cheng|Thorsten Joachims|Douglas R. Turnbull
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Controlling Fairness and Bias in Dynamic Learning-to-Rank.
Marco Morik|Ashudeep Singh|Jessica Hong|Thorsten Joachims
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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The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation.
Tobias Schnabel|Saleema Amershi|Paul N. Bennett|Peter Bailey|Thorsten Joachims
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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A General Framework for Counterfactual Learning-to-Rank.
Aman Agarwal|Kenta Takatsu|Ivan Zaitsev|Thorsten Joachims
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Intervention Harvesting for Context-Dependent Examination-Bias Estimation.
Zhichong Fang|Aman Agarwal|Thorsten Joachims
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Estimating Position Bias without Intrusive Interventions.
Aman Agarwal|Ivan Zaitsev|Xuanhui Wang|Cheng Li|Marc Najork|Thorsten Joachims
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
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Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory.
Tobias Schnabel|Paul N. Bennett|Thorsten Joachims
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

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Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration.
Tobias Schnabel|Paul N. Bennett|Susan T. Dumais|Thorsten Joachims
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

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Accurately Interpreting Clickthrough Data as Implicit Feedback.
Thorsten Joachims|Laura A. Granka|Bing Pan|Helene Hembrooke|Geri Gay
SIGIR Forum 2017 Volume 51 Issue 1
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Unbiased Learning-to-Rank with Biased Feedback.
Thorsten Joachims|Adith Swaminathan|Tobias Schnabel
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Unbiased Comparative Evaluation of Ranking Functions.
Tobias Schnabel|Adith Swaminathan|Peter I. Frazier|Thorsten Joachims
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, ICTIR 2016, Newark, DE, USA, September 12- 6, 2016
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Counterfactual Evaluation and Learning for Search, Recommendation and Ad Placement.
Thorsten Joachims|Adith Swaminathan
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
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Modeling Intransitivity in Matchup and Comparison Data.
Shuo Chen|Thorsten Joachims
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016
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Using Shortlists to Support Decision Making and Improve Recommender System Performance.
Tobias Schnabel|Paul N. Bennett|Susan T. Dumais|Thorsten Joachims
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Learning from User Interactions.
Thorsten Joachims
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015
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Unbiased Ranking Evaluation on a Budget.
Tobias Schnabel|Adith Swaminathan|Thorsten Joachims
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume
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Counterfactual Risk Minimization.
Adith Swaminathan|Thorsten Joachims
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Taste Space Versus the World: an Embedding Analysis of Listening Habits and Geography.
Joshua L. Moore|Thorsten Joachims|Douglas R. Turnbull
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
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Was this review helpful to you?: it depends! context and voting patterns in online content.
Ruben Sipos|Arpita Ghosh|Thorsten Joachims
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

2013

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Generating comparative summaries from reviews.
Ruben Sipos|Thorsten Joachims
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
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Taste Over Time: The Temporal Dynamics of User Preferences.
Joshua L. Moore|Shuo Chen|Douglas R. Turnbull|Thorsten Joachims
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Large-scale validation and analysis of interleaved search evaluation.
Olivier Chapelle|Thorsten Joachims|Filip Radlinski|Yisong Yue
ACM Transactions on Information Systems (TOIS) 2012 Volume 30 Issue 1
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Temporal corpus summarization using submodular word coverage.
Ruben Sipos|Adith Swaminathan|Pannaga Shivaswamy|Thorsten Joachims
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
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Learning to Embed Songs and Tags for Playlist Prediction.
Joshua L. Moore|Shuo Chen|Thorsten Joachims|Douglas R. Turnbull
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2011

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Enriching information retrieval.
Paul N. Bennett|Khalid El-Arini|Thorsten Joachims|Krysta M. Svore
SIGIR Forum 2011 Volume 45 Issue 2
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Structured learning of two-level dynamic rankings.
Karthik Raman|Thorsten Joachims|Pannaga Shivaswamy
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
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The Value of User Feedback.
Thorsten Joachims
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings
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Dynamic ranked retrieval.
Christina Brandt|Thorsten Joachims|Yisong Yue|Jacob Bank
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

2010

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Introduction to special issue on learning to rank for information retrieval.
Tie-Yan Liu|Thorsten Joachims|Hang Li|Chengxiang Zhai
Discover Computing 2010 Volume 13 Issue 3
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Learning more powerful test statistics for click-based retrieval evaluation.
Yisong Yue|Yue Gao|Olivier Chapelle|Ya Zhang|Thorsten Joachims
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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Redundancy, diversity and interdependent document relevance.
Filip Radlinski|Paul N. Bennett|Ben Carterette|Thorsten Joachims
SIGIR Forum 2009 Volume 43 Issue 2
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Identifying the original contribution of a document via language modeling.
Benyah Shaparenko|Thorsten Joachims
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

2008

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Beyond binary relevance: preferences, diversity, and set-level judgments.
Paul N. Bennett|Ben Carterette|Olivier Chapelle|Thorsten Joachims
SIGIR Forum 2008 Volume 42 Issue 2
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Eye tracking and online search: Lessons learned and challenges ahead.
Lori Lorigo|Maya Haridasan|Hrönn Brynjarsdóttir|Ling Xia|Thorsten Joachims|Geri Gay|Laura A. Granka|Fabio Pellacini|Bing Pan
Journal of the Association for Information Science and Technology (JASIST) 2008 Volume 59 Issue 7
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How does clickthrough data reflect retrieval quality?
Filip Radlinski|Madhu Kurup|Thorsten Joachims
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2007

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Evaluating the accuracy of implicit feedback from clicks and query reformulations in Web search.
Thorsten Joachims|Laura A. Granka|Bing Pan|Helene Hembrooke|Filip Radlinski|Geri Gay
ACM Transactions on Information Systems (TOIS) 2007 Volume 25 Issue 2
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Learning to rank for information retrieval (LR4IR 2007).
Thorsten Joachims|Hang Li|Tie-Yan Liu|ChengXiang Zhai
SIGIR Forum 2007 Volume 41 Issue 2
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A support vector method for optimizing average precision.
Yisong Yue|Thomas Finley|Filip Radlinski|Thorsten Joachims
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

2006

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The influence of task and gender on search and evaluation behavior using Google.
Lori Lorigo|Bing Pan|Helene Hembrooke|Thorsten Joachims|Laura A. Granka|Geri Gay
Information Processing and Management 2006 Volume 42 Issue 4

2005

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Accurately interpreting clickthrough data as implicit feedback.
Thorsten Joachims|Laura A. Granka|Bing Pan|Helene Hembrooke|Geri Gay
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

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Eye-tracking analysis of user behavior in WWW search.
Laura A. Granka|Thorsten Joachims|Geri Gay
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004

2003

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SIGIR 2003 workshop report: implicit measures of user interests and preferences.
Susan T. Dumais|Thorsten Joachims|Krishna Bharat|Andreas S. Weigend
SIGIR Forum 2003 Volume 37 Issue 2

2001

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A Statistical Learning Model of Text Classification for Support Vector Machines.
Thorsten Joachims
SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, September 9-13, 2001, New Orleans, Louisiana, USA