Explainable AI

Interlocking-free Selective Rationalization Through Genetic-based Learning
GenSPP trains the generator and predictor of a self-explaining text classifier separately with genetic search, removing interlocking and producing more accurate highlights.
Federico Ruggeri, Gaetano Signorelli
Cite Code DOI URL
Interlocking-free Selective Rationalization Through Genetic-based Learning
A privacy-preserving dialogue system based on argumentation
A dialogue system that keeps personal data in a language module and picks replies by argumentation over sanitized facts, so answers are defended and explainable.
Bettina Fazzinga, Andrea Galassi, Paolo Torroni
Cite DOI URL
An Argumentative Dialogue System for COVID-19 Vaccine Information
Dialogue systems are widely used in AI to support timely and interactive communication with users. We propose a general-purpose …
Bettina Fazzinga, Andrea Galassi, Paolo Torroni
Cite DOI