Elio Musacchio

According to our database, Elio Musacchio authored at least 25 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Mimir: Large-scale Multilingual Concept Modeling.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile

CoRR, May, 2026

Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings.

Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro

J. Intell. Inf. Syst., April, 2026

Extending Large Language Models to multimodality for non-English languages.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

Comput. Vis. Image Underst., 2026

EVWSD-ITA at EVALITA 2026: Overview of the Enhanced Visual Word Sense Disambiguation for Italian Task.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), 2026

Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models.

Elio Musacchio, Giovanni Semeraro, Goran Glavas

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Challenging the Abilities of Large Language Models in Italian: a Community Initiative.

Malvina Nissim, Danilo Croce, Viviana Patti, Pierpaolo Basile, Giuseppe Attanasio, Elio Musacchio, Matteo Rinaldi, Federico Borazio, Maria Francis, Jacopo Gili, Daniel Scalena, Begoña Altuna, Ekhi Azurmendi, Valerio Basile, Luisa Bentivogli, Arianna Bisazza, Marianna Bolognesi, Dominique Brunato, Tommaso Caselli, Silvia Casola, Maria Cassese, Mauro Cettolo, Claudia Collacciani, Leonardo De Cosmo, Maria Pia di Buono, Andrea Esuli, Julen Etxaniz, Chiara Ferrando, Alessia Fidelangeli, Simona Frenda, Achille Fusco, Marco Gaido, Andrea Galassi, Federico Galli, Luca Giordano, Mattia Goffetti, Itziar Gonzalez-Dios, Lorenzo Gregori, Giulia Grundler, Sandro Iannaccone, Chunyang Jiang, Moreno La Quatra, Francesca Lagioia, Soda Marem Lo, Marco Madeddu, Bernardo Magnini, Raffaele Manna, Fabio Mercorio, Paola Merlo, Arianna Muti, Vivi Nastase, Matteo Negri, Dario Onorati, Elena Palmieri, Sara Papi, Lucia C. Passaro, Giulia Pensa, Andrea Piergentili, Daniele Potertì, Giovanni Puccetti, Federico Ranaldi, Leonardo Ranaldi, Andrea Amelio Ravelli, Martina Rosola, Elena Sofia Ruzzetti, Giuseppe Samo, Andrea Santilli, Piera Santin, Gabriele Sarti, Giovanni Sartor, Beatrice Savoldi, Antonio Serino, Andrea Seveso, Lucia Siciliani, Paolo Torroni, Rossella Varvara, Andrea Zaninello, Asya Zanollo, Fabio Massimo Zanzotto, Kamyar Zeinalipour, Andrea Zugarini

CoRR, December, 2025

See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm 2K, and DBBook with multimodal Data.

Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro

Dataset, May, 2025

xVLM2Vec: Adapting LVLM-based embedding models to multilinguality using Self-Knowledge Distillation.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

CoRR, March, 2025

Exploring the Word Sense Disambiguation Capabilities of Large Language Models.

Pierpaolo Basile, Lucia Siciliani, Elio Musacchio, Giovanni Semeraro

CoRR, March, 2025

XL-WSD-LLM: Extending XL-WSD to evaluate Large Language Models.

Pierpaolo Basile, Lucia Siciliani, Elio Musacchio

Dataset, March, 2025

Fine-Tuning Large Multimodal Models for Fitness Action Quality Assessment.

Gaetano Dibenedetto, Elio Musacchio, Marco Polignano, Pasquale Lops

Proceedings of the Adjunct Proceedings of the 33rd ACM Conference on User Modeling, 2025

See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data.

Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

SAI4EO: generative AI for Earth observation tasks.

Nicolò Taggio, Elio Musacchio, Pierpaolo Basile, Flavio D'Ippolito, Domenico Monaco, Nicola Nicastro, Marco Polignano, Lucia Siciliani, Giovanni Semeraro

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

AI, spot me! Multimodal models in the gym.

Gaetano Dibenedetto, Elio Musacchio, Marco Polignano, Pasquale Lops

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Assessing and Improving the Multilingual Visual Word Sense Disambiguation Ability of Vision-Language Models.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Extending Italian Large Language Models for Vision-language Tasks.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Asia Beatrice Uboldi, Giovanni Germani, Giovanni Semeraro

Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), 2025

Is Multimodality Still Required for Multimodal Machine Translation? A Case Study on English and Italian.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), 2025

2024

LLaVA-NDiNO: Empowering LLMs with Multimodality for the Italian Language.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

Proceedings of the Eight Workshop on Natural Language for Artificial Intelligence (NL4AI 2024) co-located with 23th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2024), 2024

Explaining Intimate Partner Violence with LLaMAntino.

Pierpaolo Basile, Marco de Gemmis, Elio Musacchio, Marco Polignano, Giovanni Semeraro, Lucia Siciliani, Vincenzo Tamburrano, Vita Santa Barletta, Danilo Caivano, Fabiana Battista, Antonietta Curci, Rosa Scardigno, Gabriella Calvano, Patrizia Sorianello

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Adapting Large Language Models to Narrative Content.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro

Proceedings of the 3rd Workshop on Artificial Intelligence and Creativity co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

A Study on the Soundness of Closed-ended Evaluation of Large Language Models Adapted to the Italian Language.

Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Edoardo Michielon, Marco Pasqualini, Asia Beatrice Uboldi, Giovanni Semeraro

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

ITA-SENSE - Evaluate LLMs' ability for ITAlian word SENSE disambiguation: A CALAMITA Challenge.

Pierpaolo Basile, Elio Musacchio, Lucia Siciliani

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian.

Giuseppe Attanasio, Pierpaolo Basile, Federico Borazio, Danilo Croce, Maria Francis, Jacopo Gili, Elio Musacchio, Malvina Nissim, Viviana Patti, Matteo Rinaldi, Daniel Scalena

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

2023

LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language.

Pierpaolo Basile, Elio Musacchio, Marco Polignano, Lucia Siciliani, Giuseppe Fiameni, Giovanni Semeraro

CoRR, 2023

Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures.

Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro

Proceedings of the 17th ACM Conference on Recommender Systems, 2023