From Confidence to Collapse in LLM Factual Robustness

Alina Fastowski, Bardh Prenkaj, Gjergji Kasneci

Ensuring the robustness of factual knowledge in LLMs is critical for reliable applications in tasks such as question answering and reasoning. However, existing evaluation methods p…