@inproceedings{moerman-etal-2026-contragand, title = "{C}ontra{GAND}: Auditing and Repairing Gender Ambiguity Failures in {LLM}s with Neurosymbolic Contrastive Data Augmentation", author = "Moerman, Thomas and Gkovedarou, Eleni and Hackenbuchner, Jani{\c{c}}a", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.485/", pages = "11136--11159", ISBN = "979-8-89176-459-0" }