Who's Asking? Simulating Role-Based Questions for Conversational AI Evaluation. - Navreet Kaur 002; Hoda Ayad; Hayoung Jung; Shravika Mittal; Munmun De Choudhury; Tanushree Mitra (CoRR, 2025)