@inproceedings{li-etal-2025-large-language, title = "Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models", author = "Li, Zongxia and Calvo-Bartolom{\'e}, Lorena and Hoyle, Alexander Miserlis and Xu, Paiheng and Stephens, Daniel Kofi and Fung, Juan Francisco and Dima, Alden and Boyd-Graber, Jordan Lee", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-long.375/", pages = "7583--7604", ISBN = "979-8-89176-251-0" }