@article{beyondmarginaldistributionsaframeworktoe, title = {Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs}, author = {Tristan Williams and Franziska Weeber and Sebastian Padó and Alan Akbik}, year = {2026}, eprint = {2601.15755}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.15755}, }