A Hierarchical Imprecise Probability Approach to Reliability Assessment of Large Language Models

Robab Aghazadeh-Chakherlou, Qing Guo, Siddartha Khastgir +3

Large Language Models (LLMs) are increasingly deployed across diverse domains, raising the need for rigorous reliability assessment methods. Existing benchmark-based evaluations pr…