Cosimo Rulli

2026

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Forward Index Compression for Learned Sparse Retrieval.
Sebastian Bruch|Martino Fontana|Franco Maria Nardini|Cosimo Rulli|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
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Multivector Reranking in the Era of Strong First-Stage Retrievers.
Silvio Martinico|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part III
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Evaluating the Efficiency and Effectiveness of Learned Sparse Retrieval with the lsr_benchmark.
Maik Fröbe|Ferdinand Schlatt|Cosimo Rulli|Tim Hagen|Jan Heinrich Merker|Gijs Hendriksen|Carlos Lassance|Franco Maria Nardini|Rossano Venturini|Martin Potthast
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part IV
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Neural Lexical Search with Learned Sparse Retrieval.
Andrew Yates|Carlos Lassance|Cosimo Rulli|Eugene Yang|Sean MacAvaney|Siddharth A. K. Singh|Thong Nguyen|Yibin Lei
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part IV

2025

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Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets.
Sebastian Bruch|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini|Leonardo Venuta
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III
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kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search.
Leonardo Delfino|Domenico Erriquez|Silvio Martinico|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part IV
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Efficient Approximate Nearest Neighbor Search on a Raspberry Pi.
Silvio Martinico|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Efficient Conversational Search via Topical Locality in Dense Retrieval.
Cristina Ioana Muntean|Franco Maria Nardini|Raffaele Perego|Guido Rocchietti|Cosimo Rulli
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Effective Inference-Free Retrieval for Learned Sparse Representations.
Franco Maria Nardini|Thong Nguyen|Cosimo Rulli|Rossano Venturini|Andrew Yates
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Neural Lexical Search with Learned Sparse Retrieval.
Andrew Yates|Carlos Lassance|Cosimo Rulli|Eugene Yang|Sean MacAvaney|Siddharth A. K. Singh|Thong Nguyen|Yibin Lei
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
Sebastian Bruch|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Efficient Multi-vector Dense Retrieval with Bit Vectors.
Franco Maria Nardini|Cosimo Rulli|Rossano Venturini
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part II
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Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
Sebastian Bruch|Franco Maria Nardini|Cosimo Rulli|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