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News/LLM-as-a-Demographic: Whom Sociodemographic Prompting Helps, and Whom It Hurts
arxiv
PublishedSeptember 2, 2026 at 4:00 AM

LLM-as-a-Demographic: Whom Sociodemographic Prompting Helps, and Whom It Hurts

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arXiv:2609.00222v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as judges for subjective tasks, where annotators disagree and the relevant question is not only how accurate a judge is, but whose judgments it reproduces. Sociodemographic prompting conditions the jud

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