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