Embedding-to-Prefix: Parameter-Efficient Personalization for Pre-Trained Large Language Models. - Bernd Huber; Ghazal Fazelnia; Andreas Damianou; Sebastian Peleato; Max Lefarov; Praveen Ravichandran; Marco De Nadai; Mounia Lalmas-Roelleke; Paul N. Bennett (CoRR, 2025)

Semantic IDs for Joint Generative Search and Recommendation. - Gustavo Penha; Edoardo D'Amico; Marco De Nadai; Enrico Palumbo; Alexandre Tamborrino; Ali Vardasbi; Max Lefarov; Shawn Lin; Timothy Christopher Heath; Francesco Fabbri; Hugues Bouchard (CoRR, 2025)