Demographic Pluralism: Inference-Time Modeling of Pluralistic Human Preference Distributions

Meng-Chen Wu, Qipin Chen, Ansh Jain +3

Large language models (LLMs) are increasingly used in culturally sensitive settings, where alignment requires representing diverse preferences within populations. Yet existing meth…