Mattia Franzin

According to our database, Mattia Franzin authored at least 3 papers between 2025 and 2026.

Collaborative distances:

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

2026

Small LLMs for Medical NLP: a Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian.

Pietro Ferrazzi, Mattia Franzin, Alberto Lavelli, Bernardo Magnini

CoRR, February, 2026

2025

Are We Ready for Multi-agent Systems to Deliver Structured Mental Health Support? Lessons from Adapting Self-Help+ Intervention.

Leonardo Sanna, Marco Bolpagni, Valentina Fietta, Simone De Carli, Mattia Franzin, Giorgia Gavioli, Lorenzo Gios, Susanna Pardini, Anna Elena Nicoletti, Silvia Rizzi, Silvia Gabrielli, Mauro Dragoni

Proceedings of the Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning, 2025

LLM-Enriched Finite-State Chatbots for Mental Health Support: A Case Study on Self-Help+.

Leonardo Sanna, Marco Bolpagni, Valentina Fietta, Giorgia Gavioli, Mattia Franzin, Mauro Dragoni, Silvia Gabrielli

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025