Distributional Alignment of LLMs and Its Generalization Properties.

arXiv:2610.31687v1 Announce Type: cross Abstract: Large language models are increasingly used to simulate and probe human behavior, e.g., for surveys. For these applications, a key property is that outputs satisfy distributional alignment: to match its output