COURSES

At the University of Florence, School of Engineering, I am teaching several Bachelor and Master Degree courses. For more information, please visit the official course pages on Moodle or contact me via email.

• Instructor for the course "Explainable artificial intelligence" (6 CFU), Computer Engineering and Artificial Intelligence Master Degrees (Laurea Magistrale in Ingegneria Informatica e Laurea Magistrale in Intelligenza Artificiale), Università di Firenze
• Co-instructor for the course "Natural language processing" (1 out of 6 CFU), Computer Engineering and Artificial Intelligence Master Degrees (Laurea Magistrale in Ingegneria Informatica e Laurea Magistrale in Intelligenza Artificiale), Università di Firenze
• Instructor for the course "Laboratorio di informatica" (6 CFU), Civil Engineering and Environmental Engineering Bachelor Degrees (Laurea in Ingegneria Civile e Edile per la Sostenibilità e Laurea in Ingegneria Ambientale), Università di Firenze
• Co-instructor for the course "Fondamenti di informatica (E-N)" (3 out of 6 CFU), Management Engineering and Mechanics Engineering Bachelor Degrees (Laurea in Ingegneria Meccanica e Laurea in Ingegneria Gestionale) (6 CFU), Università di Firenze

AVAILABLE THESES (T) AND PROJECT WORKS (P)

• Argument mining in scientific papers (P)(T)
• Argument quality prediction in scientific papers (P)(T)
• Neuro-symbolic learning and reasoning for natural language processing tasks (P)(T)
• Incremental self-training for unfair clause detection in legal contracts (P)
• Retrieval augmented generation with large language models for unfair clause detection in legal contracts (T)
• Natural language processing techniques for test case generation and prioritization (P)(T)
• Explainable artificial intelligence techniques for model learning from system traces (P)(T)
• Analysis of reasoning shortcuts in large language models (T)
• Safety and security issues in large language models (T)

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