PACE: A Neuro-Symbolic Framework for Plausible and Actionable Counterfactual Explanations⭐7

PACE proposes a neuro-symbolic framework for counterfactual explanations, combining neural prediction with symbolic constraints to generate more realistic and a...

A Definition of Good Explanations and the Challenges of Explaining LLM Outputs⭐9

This article defines a "good explanation" using counterfactuals and prior beliefs, then discusses key challenges in applying this definition to large language m...