@inproceedings{ul-haq-etal-2026-systematic, title = "A Systematic Comparison of Large Language Models for Data Annotation in {NER} Tasks", author = "Ul Haq, Muhammad Uzair and Rigoni, Davide and Sperduti, Alessandro", 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-1.37/", doi = "10.63317/4qnuuw7rjs24", pages = "524--548" }