LLMs' Default Demographics

On this page, we share additional information and supplementary material on our paper:

Johannes Sch?fer, Aidan Combs, Christopher Bagdon, Jiahui Li, Nadine Probol, Lynn Greschner, Sean Papay, Yarik Menchaca Resendiz, Aswathy Velutharambath, Amelie Wührl, Sabine Weber, and Roman Klinger. Which Demographics do LLMs Default to During Annotation? In Proceedings of The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025). Association for Computational Linguistics, 2025.

In this work, we identify which human demographic groups are mimicked by LLMs during subjective annotation tasks on text data.

Preprint
Code and model predictions