@inproceedings{golde-etal-2025-familarity, title = "Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data", author = "Golde, Jonas and Haller, Patrick and Ploner, Max and Barth, Fabio and Jedema, Nicolaas and Akbik, Alan", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.naacl-long.37/", pages = "820--834", ISBN = "979-8-89176-189-6" }