A research plan proposes pairing neural networks with ILP systems so that AI predictions come with human-readable logical rules, with early tests in weather, law, and biology.
Trieu, Tran Cao Son & Marcello Balduccini (2023): Advancements in xASP, an XAI System for Answer Set Programming
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Bridging Logic Programming and Deep Learning for Explainability through ILASP
A research plan proposes pairing neural networks with ILP systems so that AI predictions come with human-readable logical rules, with early tests in weather, law, and biology.