Publications
Publications
Publications in Peer-reviewed Journals
Automotive fault nowcasting with machine learning and natural language processing
John Pavlopoulos; Alv Romell; Jacob Curman; Olof Steinert; Tony Lindgren; Markus Borg; Korbinian Randl | Published: 2 October 2023 | Machine Learning Journal
Explainable AI: current status and future potential
Bas van der Velden | Published: 17 August 2023 | European Radiology
Efficient and Effective Tree-based and Neural Learning to Rank
Sebastian Bruch; Claudio Lucchese; Franco Maria Nardini | Published: 15 May 2023 | Foundations and Trends® in Information Retrieval
An Optimal Algorithm for Finding Champions in Tournament Graphs
Lorenzo Beretta; Franco Maria Nardini; Roberto Trani; Rossano Venturini | Published: 14 April 2023 | IEEE Transactions on Knowledge and Data Engineering
Publications in Scientific Conferences
Can Embeddings Analysis Explain Large Language Model Ranking?
Claudio Lucchese; Giorgia Minello; Franco Maria Nardini; Salvatore Orlando; Raffaele Perego; Alberto Veneri | Published: 21 October 2023 | CIKM ’23: The 32nd ACM International Conference on Information and Knowledge Management
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation
Vincenzo Paparella; Vito Walter Anelli; Franco Maria Nardini; Raffaele Perego; Tommaso Di Noia | Published: 21 October 2023 | CIKM ’23: The 32nd ACM International Conference on Information and Knowledge Management
A Geometric Framework for Query Performance Prediction in Conversational Search
Guglielmo Faggioli; Nicola Ferro; Cristina Ioana Muntean; Raffaele Perego; Nicola Tonellotto | Published: 18 July 2023 | SIGIR ’23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
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