IR
Anthology
Community
Sebastian
Bruch
2026
doi
dblp
Forward Index Compression for Learned Sparse Retrieval.
Sebastian Bruch
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Martino Fontana
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Franco Maria Nardini
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Cosimo Rulli
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Rossano Venturini
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part II
2025
doi
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Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, ICTIR 2025, Padua, Italy, 18 July 2025
International Conference on the Theory of Information Retrieval (ICTIR) 2025
doi
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Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets.
Sebastian Bruch
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Franco Maria Nardini
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Cosimo Rulli
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Rossano Venturini
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Leonardo Venuta
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III
doi
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ReNeuIR at SIGIR 2025: The Fourth Workshop on Reaching Efficiency in Neural Information Retrieval.
Maik Fröbe
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Anagha Kulkarni
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Sebastian Bruch
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Jamie Callan
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Maik Fröbe
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Anagha Kulkarni
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Tim Hagen
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Tim Hagen
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Jamie Callan
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Franco Maria Nardini
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Martin Potthast
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi
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Advances in Vector Search.
Sebastian Bruch
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
2024
doi
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An Analysis of Fusion Functions for Hybrid Retrieval.
Sebastian Bruch
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Siyu Gai
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Amir Ingber
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi
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An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors.
Sebastian Bruch
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Franco Maria Nardini
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Amir Ingber
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Edo Liberty
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi
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Special Section on Efficiency in Neural Information Retrieval.
Sebastian Bruch
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Claudio Lucchese
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Maria Maistro
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Franco Maria Nardini
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
doi
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Bridging Dense and Sparse Maximum Inner Product Search.
Sebastian Bruch
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Franco Maria Nardini
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Amir Ingber
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Edo Liberty
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi
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Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
Sebastian Bruch
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Franco Maria Nardini
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Cosimo Rulli
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Rossano Venturini
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi
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Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
Sebastian Bruch
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Franco Maria Nardini
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Cosimo Rulli
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Rossano Venturini
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi
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A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search.
Thomas Vecchiato
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Claudio Lucchese
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Franco Maria Nardini
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Sebastian Bruch
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
doi
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Efficient and Effective Tree-based and Neural Learning to Rank.
Sebastian Bruch
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Claudio Lucchese
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Franco Maria Nardini
Foundations and Trends in Information Retrieval 2023 Volume 17 Issue 1
doi
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ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval.
Sebastian Bruch
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Joel Mackenzie
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Maria Maistro
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Franco Maria Nardini
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
2022
doi
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Report on the 1st Workshop on Reaching Efficiency in Neural Information Retrieval (ReNeuIR 2022) at SIGIR 2022.
Sebastian Bruch
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Claudio Lucchese
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Franco Maria Nardini
SIGIR Forum 2022 Volume 56 Issue 2
doi
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ReNeuIR: Reaching Efficiency in Neural Information Retrieval.
Sebastian Bruch
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Walid Magdy
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Claudio Lucchese
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Franco Maria Nardini
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Sebastian Bruch
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Walid Magdy
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
2021
doi
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An Alternative Cross Entropy Loss for Learning-to-Rank.
Sebastian Bruch
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
2020
doi
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A Stochastic Treatment of Learning to Rank Scoring Functions.
Sebastian Bruch
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Shuguang Han
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Michael Bendersky
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Marc Najork
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
2019
doi
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Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks.
Qingyao Ai
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Xuanhui Wang
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Sebastian Bruch
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Nadav Golbandi
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Michael Bendersky
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Marc Najork
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019.
doi
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An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance.
Sebastian Bruch
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Xuanhui Wang
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Michael Bendersky
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Marc Najork
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019.
doi
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Neural Learning to Rank using TensorFlow Ranking: A Hands-on Tutorial.
Rama Kumar Pasumarthi
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Sebastian Bruch
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Michael Bendersky
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Xuanhui Wang
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019.
doi
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Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks.
Sebastian Bruch
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Masrour Zoghi
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Michael Bendersky
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Marc Najork
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi
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Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.
Claudio Lucchese
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Franco Maria Nardini
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Rama Kumar Pasumarthi
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Sebastian Bruch
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Michael Bendersky
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Xuanhui Wang
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Harrie Oosterhuis
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Rolf Jagerman
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Maarten de Rijke
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
2013
doi
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Fast candidate generation for real-time tweet search with bloom filter chains.
Sebastian Bruch
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Jimmy Lin
ACM Transactions on Information Systems (TOIS) 2013 Volume 31 Issue 3
doi
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Document vector representations for feature extraction in multi-stage document ranking.
Sebastian Bruch
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Jimmy Lin
Discover Computing 2013 Volume 16 Issue 6
doi
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Training Efficient Tree-Based Models for Document Ranking.
Sebastian Bruch
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Jimmy Lin
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
doi
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Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures.
Sebastian Bruch
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Jimmy Lin
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
2012
doi
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Fast candidate generation for two-phase document ranking: postings list intersection with bloom filters.
Sebastian Bruch
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Jimmy Lin
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
doi
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Mr. LDA: a flexible large scale topic modeling package using variational inference in MapReduce.
Ke Zhai
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Jordan L. Boyd-Graber
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Sebastian Bruch
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Mohamad L. Alkhouja
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012
2011
doi
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Pseudo test collections for learning web search ranking functions.
Sebastian Bruch
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Donald Metzler
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Tamer Elsayed
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Jimmy Lin
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
doi
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Cross-corpus relevance projection.
Sebastian Bruch
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Donald Metzler
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Jimmy Lin
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
2010
dblp
UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory.
Tamer Elsayed
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Sebastian Bruch
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Lidan Wang
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Jimmy Lin
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Donald Metzler
Proceedings of The Nineteenth Text REtrieval Conference, TREC 2010, Gaithersburg, Maryland, USA, November 16-19, 2010