Causally Fair Generation with Large Language Models.

arXiv:2610.04444v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to generate, complete, and transform information in settings where their outputs can shape consequential decisions, raising concerns about their impact on demogr