Demographic Pluralism: Inference-Time Modeling of Pluralistic Human Preference Distributions
arXiv:2609.38555v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in culturally sensitive settings, where alignment requires representing diverse preferences within populations. Yet existing methods model populations at coarse demographic or community levels and ove…
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- 2026-10-01 04:00 · arXiv cs.AI
Demographic Pluralism: Inference-Time Modeling of Pluralistic Human Preference Distributions