The 'Survey and analysis of hallucinations in large language models' reports that vague prompts result in the highest hallucination rates at 38.3%, whereas Chain-of-Thought (CoT) prompts reduce hallucination rates to 18.1%, identifying CoT as the most effective prompting strategy among those evaluated.

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)

• chain-of-thought concept
• Survey and analysis of hallucinations in large language models: attribution to prompting strategies or model behavior concept