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Topics as Proxies for Sociodemographics: How Conversational Context Affects LLM Answers
arXiv cs.CL — Computation and Language
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What the source reports
Research demonstrates LLMs use conversation history as proxies for sociodemographics, causing disparate treatment in high-stakes advisory scenarios.
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