LLM classification uncertainty is estimated from vote distributions across paraphrased questions, but the method is not validated against baselines or held-out data.
Unc-TTP: A Method for Classifying LLM Uncertainty to Improve In-Context Example Selection
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Ensemble based approach to quantifying uncertainty of LLM based classifications
LLM classification uncertainty is estimated from vote distributions across paraphrased questions, but the method is not validated against baselines or held-out data.