To reduce LLM hallucinations, the proposed scoring rule for model evaluation is: correct answers receive +1 point, wrong answers receive a penalty of t / (1 - t), and saying 'I don't know' receives 0 points, where t is the confidence threshold.

Authors

• Person: Not available Organization: AI Innovations and Insights
  What Really Causes Hallucinations in LLMs? - AI Exploration Journey

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• What Really Causes Hallucinations in LLMs? - AI Exploration Journey aiexpjourney.substack.com AI Innovations and Insights via serper

Referenced by nodes (1)

• LLM hallucinations in medicine concept