Most LLM uncertainty estimates degrade under distribution shift and adversarial prompts, but simple ensembling of scores at test time improves reliability.
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Reconsidering LLM Uncertainty Estimation Methods in the Wild
Most LLM uncertainty estimates degrade under distribution shift and adversarial prompts, but simple ensembling of scores at test time improves reliability.