Quantifying hallucinations in large language models involves using targeted metrics such as accuracy-based evaluations on question-answering tasks, entropy-based measures of semantic coherence, and consistency checking against external knowledge bases.

Authors

• Person: Not available Organization: Frontiers
  Survey and analysis of hallucinations in large language models

Sources

• Survey and analysis of hallucinations in large language models www.frontiersin.org Frontiers via serper

Referenced by nodes (2)

• Large Language Models concept
• hallucination concept