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Mitigate LLM Hallucinations

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Your question is Mitigate LLM Hallucinations. Take a moment with it on the right.

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Problem

Scenario

You are working with a language model that sometimes produces confident but incorrect answers. Your team wants a practical way to reduce those hallucinations without retraining the model. You have access to a small set of high-quality examples and can change the prompt format.

Question

How do you handle hallucination in an LLM, and what specific few-shot techniques would you apply to mitigate it?