Marcuzzo, Matteo
Marcuzzo, Matteo
A multi-level approach for hierarchical Ticket Classification
2022-01-01 Marcuzzo, Matteo; Zangari, Alessandro; Schiavinato, Michele; Giudice, Lorenzo; Gasparetto, Andrea; Albarelli, Andrea
A Survey on Text Classification Algorithms: From Text to Predictions
2022-01-01 Gasparetto, A; Marcuzzo, M; Zangari, A; Albarelli, A
A survey on text classification: Practical perspectives on the Italian language
2022-01-01 Gasparetto, Andrea; Zangari, Alessandro; Marcuzzo, Matteo; Albarelli, Andrea
Crossing the Divide: Designing Layers of Explainability
2024-01-01 Zangari, Alessandro; Marcuzzo, Matteo; Rizzo, Matteo; Albarelli, Andrea; Gasparetto, Andrea
Fruit ripeness classification: A survey
2023-01-01 Rizzo, Matteo; Marcuzzo, Matteo; Zangari, Alessandro; Gasparetto, Andrea; Albarelli, Andrea
Hierarchical Text Classification and Its Foundations: A Review of Current Research
2024-01-01 Zangari, Alessandro; Marcuzzo, Matteo; Rizzo, Matteo; Giudice, Lorenzo; Albarelli, Andrea; Gasparetto, Andrea
Machine Learning Models Explanations As Interpretations of Evidence: A Theoretical Framework of Explainability and Its Implications on High-Stakes Biomedical Decision-Making
2025-01-01 Rizzo, Matteo; Veneri, Alberto; Marcuzzo, Matteo; Zangari, Alessandro; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco Salvatore; Conati, Cristina
MORABLES: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables
2025-01-01 Marcuzzo, Matteo; Zangari, Alessandro; Albarelli, Andrea; Camacho-Collados, Jose; Taher Pilehvar, Mohammad
Pun Unintended: LLMs and the Illusion of Humor Understanding
2025-01-01 Zangari, Alessandro; Marcuzzo, Matteo; Albarelli, Andrea; Taher Pilehvar, Mohammad; Camacho-Collados, Jose
Recommendation Systems: An Insight Into Current Development and Future Research Challenges
2022-01-01 Marcuzzo, M; Zangari, A; Albarelli, A; Gasparetto, A
Stop Overkilling Simple Tasks with Black-Box Models, Use More Transparent Models Instead
2024-01-01 Rizzo, M.; Marcuzzo, M.; Zangari, A.; Schiavinato, M.; Albarelli, A.; Gasparetto, A.
Ticket Automation: an Insight into Current Research with Applications to Multi-level Classification Scenarios
2023-01-01 Zangari, Alessandro; Marcuzzo, Matteo; Schiavinato, Michele; Gasparetto, Andrea; Albarelli, Andrea