@inproceedings{gao-kreiss-2025-measuring, title = "Measuring Bias or Measuring the Task: Understanding the Brittle Nature of {LLM} Gender Biases", author = "Gao, Bufan and Kreiss, Elisa", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.342/", pages = "6745--6761", ISBN = "979-8-89176-332-6" }