most citedBridging Logic Programming and Deep Learning for Explainability through ILASP

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cs.AI2026

Explaining Weather Bulletins via ILP

Enrico Santi, Alessandro Dal Palù, Agostino Dovier +2

Inductive Logic Programming (ILP) originated within the Logic Programming community in the Nineties as a framework for combining symbolic learning with declarative knowledge repres…

cs.AI2026

XAI-LAW: A Logic Programming Tool for Modeling, Explaining, and Learning Legal Decisions

Agostino Dovier, Talissa Dreossi, Andrea Formisano +1

We propose an approach to model articles of the Italian Criminal Code (ICC), using Answer Set Programming (ASP), and to semi-automatically learn legal rules from examples based on…