Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review

Toghrul Abbasli, Kentaroh Toyoda, Yuan Wang +5

Large Language Models (LLMs) have been transformative across many domains. However, hallucination, i.e., confidently outputting incorrect information, remains one of the leading ch…