3 papers
cs.CL2026
Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context
Beatrice Savoldi, Giuseppe Attanasio, Olga Gorodetskaya +10
The rise of generative AI (GenAI) chatbots accessible via conversational interfaces is transforming digital interactions and holds economic promise. However, these tools might deep…
cs.AI2025
Towards the Formalization of a Trustworthy AI for Mining Interpretable Models explOiting Sophisticated Algorithms
Riccardo Guidotti, Martina Cinquini, Marta Marchiori Manerba +2
Interpretable-by-design models are crucial for fostering trust, accountability, and safe adoption of automated decision-making models in real-world applications. In this paper we f…
cs.CL2024
Social Bias Probing: Fairness Benchmarking for Language Models
Marta Marchiori Manerba, Karolina StaÅczak, Riccardo Guidotti +1
While the impact of social biases in language models has been recognized, prior methods for bias evaluation have been limited to binary association tests on small datasets, limitin…