@article{plum-etal-2026-llms, title = "Do {LLM}s Judge Distantly Supervised Named Entity Labels Well? Constructing the {J}udge{WEL} Dataset", author = "Plum, Alistair and Bernardy, Laura Maria and Ranasinghe, Tharindu", editor = "Piperidis, Stelios and Bel, N{\'u}ria and van den Heuvel, Henk and Ide, Nancy and Krek, Simon and Toral, Antonio", journal = "International Conference on Language Resources and Evaluation", volume = "main", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "ELRA Language Resource Association", url = "https://preview.aclanthology.org/ingest-lrec/2026.lrec-main.612/", pages = "7707--7718" }