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

This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.

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 ju…

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  1. 2026-09-02 04:00 · arXiv cs.CL
    LLM-as-a-Demographic: Whom Sociodemographic Prompting Helps, and Whom It Hurts

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