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News/Unbiased Prevalence Estimation with Multicalibrated LLMs
arxiv
PublishedApril 24, 2026 at 4:00 AM
—neutral

Unbiased Prevalence Estimation with Multicalibrated LLMs

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arXiv:2604.21549v1 Announce Type: new Abstract: Estimating the prevalence of a category in a population using imperfect measurement devices (diagnostic tests, classifiers, or large language models) is fundamental to science, public health, and online trust and safety. Standard approaches correct for

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