The evaluation framework presented in 'Survey and analysis of hallucinations in large language models' utilizes QAFactEval and hallucination rate metrics to compute Prompt Sensitivity (PS) and Model Variability (MV), allowing for the differentiation between prompt-induced and model-intrinsic hallucinations.

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 (4)

• hallucination rate concept
• Prompt Sensitivity concept
• Survey and analysis of hallucinations in large language models: attribution to prompting strategies or model behavior concept
• Model Variability concept