@inproceedings{piot-etal-2026-llms, title = "Can {LLM}s Evaluate What They Cannot Annotate? Revisiting {LLM} Reliability in Hate Speech Detection", author = "Piot, Paloma and Otero, David and Martin-Rodilla, Patricia and Parapar, Javier", editor = "Piperidis, Stelios and Bel, N{\'u}ria and van den Heuvel, Henk and Ide, Nancy and Krek, Simon and Toral, Antonio", booktitle = "Proceedings of the Fifteenth Language Resources and Evaluation Conference", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "ELRA Language Resource Association", url = "https://aclanthology.org/2026.lrec-1.341/", doi = "10.63317/22n5hekovvrz", pages = "4358--4370" }