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 (RecSys, 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)

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 (CLiC-it, 2024)

ITA-SENSE - Evaluate LLMs' ability for ITAlian word SENSE disambiguation: A CALAMITA Challenge. - Pierpaolo Basile; Elio Musacchio; Lucia Siciliani (CLiC-it, 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 (CLiC-it, 2024)

Adapting Large Language Models to Narrative Content. - Elio Musacchio; Lucia Siciliani; Pierpaolo Basile; Giovanni Semeraro (CREAI@ECAI, 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; et al. (Ital-IA, 2024)

LLaVA-NDiNO: Empowering LLMs with Multimodality for the Italian Language. - Elio Musacchio; Lucia Siciliani; Pierpaolo Basile; Giovanni Semeraro (NL4AI@AI*IA, 2024)

Fine-Tuning Large Multimodal Models for Fitness Action Quality Assessment. - Gaetano Dibenedetto; Elio Musacchio; Marco Polignano; Pasquale Lops (UMAP (Adjunct Publication), 2025)

XL-WSD-LLM: Extending XL-WSD to evaluate Large Language Models. - Pierpaolo Basile; Lucia Siciliani; Elio Musacchio (Zenodo, 2025)

Exploring the Word Sense Disambiguation Capabilities of Large Language Models. - Pierpaolo Basile; Lucia Siciliani; Elio Musacchio; Giovanni Semeraro (CoRR, 2025)

xVLM2Vec: Adapting LVLM-based embedding models to multilinguality using Self-Knowledge Distillation. - Elio Musacchio; Lucia Siciliani; Pierpaolo Basile; Giovanni Semeraro (CoRR, 2025)