Elio Musacchio

21 papers A 3Journal 5Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	EVWSD-ITA at EVALITA 2026: Overview of the Enhanced Visual Word Sense Disambiguation for Italian Task. EVALITA Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2026	J	`jnl`	Extending Large Language Models to multimodality for non-English languages. Comput. Vis. Image Underst. Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2026	—	`conf`	Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models. EACL (Volume 2: Short Papers) Elio Musacchio, Giovanni Semeraro, Goran Glavas
2025	—	`conf`	AI, spot me! Multimodal models in the gym. Ital-IA Gaetano Dibenedetto, Elio Musacchio, Marco Polignano, Pasquale Lops
2025	A	`conf`	Assessing and Improving the Multilingual Visual Word Sense Disambiguation Ability of Vision-Language Models. ECAI Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2025	J	`jnl`	Challenging the Abilities of Large Language Models in Italian: a Community Initiative. CoRR 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
2025	J	`jnl`	Exploring the Word Sense Disambiguation Capabilities of Large Language Models. CoRR Pierpaolo Basile, Lucia Siciliani, Elio Musacchio, Giovanni Semeraro
2025	—	`conf`	Extending Italian Large Language Models for Vision-language Tasks. CLiC-it Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Asia Beatrice Uboldi, Giovanni Germani, Giovanni Semeraro
2025	—	`conf`	Fine-Tuning Large Multimodal Models for Fitness Action Quality Assessment. UMAP (Adjunct Publication) Gaetano Dibenedetto, Elio Musacchio, Marco Polignano, Pasquale Lops
2025	—	`conf`	Is Multimodality Still Required for Multimodal Machine Translation? A Case Study on English and Italian. CLiC-it Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2025	—	`conf`	SAI4EO: generative AI for Earth observation tasks. Ital-IA Nicolò Taggio, Elio Musacchio, Pierpaolo Basile, Flavio D'Ippolito, Domenico Monaco, Nicola Nicastro, Marco Polignano, Lucia Siciliani, Giovanni Semeraro
2025	A	`conf`	See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data. RecSys Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025	J	`jnl`	xVLM2Vec: Adapting LVLM-based embedding models to multilinguality using Self-Knowledge Distillation. CoRR Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2024	—	`conf`	A Study on the Soundness of Closed-ended Evaluation of Large Language Models Adapted to the Italian Language. CLiC-it Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Edoardo Michielon, Marco Pasqualini, Asia Beatrice Uboldi, Giovanni Semeraro
2024	—	`conf`	Adapting Large Language Models to Narrative Content. CREAI@ECAI Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2024	—	`conf`	CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian. CLiC-it Giuseppe Attanasio, Pierpaolo Basile, Federico Borazio, Danilo Croce, Maria Francis, Jacopo Gili, Elio Musacchio, Malvina Nissim, Viviana Patti, Matteo Rinaldi, Daniel Scalena
2024	—	`conf`	Explaining Intimate Partner Violence with LLaMAntino. Ital-IA 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
2024	—	`conf`	ITA-SENSE - Evaluate LLMs' ability for ITAlian word SENSE disambiguation: A CALAMITA Challenge. CLiC-it Pierpaolo Basile, Elio Musacchio, Lucia Siciliani
2024	—	`conf`	LLaVA-NDiNO: Empowering LLMs with Multimodality for the Italian Language. NL4AI@AI*IA Elio Musacchio, Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro
2023	J	`jnl`	LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language. CoRR Pierpaolo Basile, Elio Musacchio, Marco Polignano, Lucia Siciliani, Giuseppe Fiameni, Giovanni Semeraro
2023	A	`conf`	Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures. RecSys Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro