@inproceedings{sen-etal-2025-missing, title = "Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of {LLM}s", author = "Sen, Indira and Lutz, Marlene and Rogers, Elisa and Garcia, David and Strohmaier, Markus", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/display_plenaries/2025.findings-acl.1246/", pages = "24263--24289", ISBN = "979-8-89176-256-5" }