Unverified50% confidenceSolutionExact time
多次采样取多数票或自洽性方法可在推理层降低单次随机性对最终结果的影响
1
Sources
50%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
Related Claims
UnverifiedIn few-shot prompting, simply changing the order of examples can cause dramatic fluctuations in accuracy, ranging from near-random to near-optimal.77% similarUnverifiedChecking consistency through random sampling yields an inflated consistency rate because most samples are simple, masking the regions that are truly problematic.75% similarUnverified作者在决策中加入少量随机化成分以避免行为过于可预测74% similarUnverified绝对偏差通常可通过标定来补偿，而重复性差意味着误差随机不可预测，很难通过校准解决70% similar
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