Pluralistic Alignment in Large Language Models: Objectives, Human References, and Preference Representations.

arXiv:2610.24471v2 Announce Type: replace Abstract: Pluralistic alignment aims to represent meaningful variation in human preferences rather than collapse heterogeneous judgments into a single target. Yet existing work often mixes three distinct questions: wha