Enhancing XAI Interpretation through a Reverse Mapping from Insights to Visualizations

Aniket Nuthalapati, Nicholas Hinds, Brian Y. Lim +1

As AI systems become increasingly integrated into high-stakes domains, enabling users to accurately interpret model behavior is critical. While AI explanations can be provided, use…