Probing the Probes: Methods and Metrics for Concept Alignment

Jacob Lysnæs-Larsen, Marte Eggen, Inga Strümke

In explainable AI, Concept Activation Vectors (CAVs) are typically obtained by training linear classifier probes to detect human-understandable concepts as directions in the activa…