The 'Survey and analysis of hallucinations in large language models' provides qualitative examples of model hallucinations, including LLaMA 2 fabricating that 'Marie Curie invented penicillin' under zero-shot prompting, DeepSeek claiming 'Pluto is the largest planet in the solar system' under instruction prompting, and Mistral stating 'The Eiffel Tower is located in Berlin' under vague prompting.

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)

• Berlin location
• Survey and analysis of hallucinations in large language models: attribution to prompting strategies or model behavior concept