@inproceedings{horych-etal-2025-promises, title = "The Promises and Pitfalls of {LLM} Annotations in Dataset Labeling: a Case Study on Media Bias Detection", author = "Horych, Tom{\'a}{\v{s}} and Mandl, Christoph and Ruas, Terry and Greiner-Petter, Andre and Gipp, Bela and Aizawa, Akiko and Spinde, Timo", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/corrections-2025-06/2025.findings-naacl.75/", doi = "10.18653/v1/2025.findings-naacl.75", pages = "1370--1386", ISBN = "979-8-89176-195-7" }