Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls

Md Ashikur Rahman, Md Arifur Rahman, Niamul Hassan Samin, Khandaker Rifah Tasnia, Md Hasibul Amin, Sifat Rahman Ahona, Juena Ahmed Noshin