Multimedia Signal Processing and Understanding | Doctoral Program - Information Engineering and Computer Science

Multimedia Signal Processing and Understanding

The Multimedia Signal Processing and Understanding Lab (MM-Lab) deals with the most relevant aspects of multimedia data processing, focusing on both theoretical and application-driven research. Since media can be considered as the technological extensions of human capabilities, particular attention is paid to smart multimedia data management, analysis, transmission and protection, and to those applications where ambient intelligence can provide advanced services beyond human limitations.

 

Publications

3 publications for 2 currently enrolled students

Teaching Small Language Models to Learn Logic through Meta-Learning
Bertolazzi, Leonardo; Vargas Guzmán, Manuel; Bernardi, Raffaella; Malicki, Maciej; Szymanik, Jakub in Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), Rabat, Morocco: Association of Computational Linguistics, 2026, p. 8049-8080. Proceedings of: EACL 2026, Rabat, Morocco, 2026. - Publication URL . - DOI: 10.18653/v1/2026.eacl-long.376

A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences
Bertolazzi, Leonardo; Gatt, Albert; Bernardi, Raffaella in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA: Association for Computational Linguistics (ACL), 2024, p. 13882-13905. - ISBN: 9798891761643. Proceedings of: 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, Florida, USA, 12-16 novembre 2024. - Publication URL . - DOI: 10.18653/v1/2024.emnlp-main.769

ChatGPT's Information Seeking Strategy: Insights From the 20-Questions Game
Bertolazzi, Leonardo; Mazzaccara, Davide; Merlo, Filippo; Bernardi, Raffaella in Proceedings of the 16th International Natural Language Generation Conference, Prague, Czech Republic: Association for Computational Linguistics, 2023, p. 153-162. - ISBN: 9798891760011. Proceedings of: 16th International Natural Language Generation Conference, INLG 2023 - held jointly with the 24th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDial 2023, Prague, Czech Republic, 11th-15th September 2023. - Publication URL . - DOI: 10.18653/v1/2023.inlg-main.11

 

Students

Bertolazzi, Leonardoleonardo.bertolazzi [at] unitn.itwebpage
Dell'Anna, Stefanostefano.dellanna [at] unitn.itwebpage