LG-CAV: Train Any Concept Activation Vector with Language Guidance

Qihan Huang, Jie Song, Mengqi Xue +6

Concept activation vector (CAV) has attracted broad research interest in explainable AI, by elegantly attributing model predictions to specific concepts. However, the training of C…