@inproceedings{hossain-etal-2026-systematic,
    title = "Systematic Failure Analysis of Open-Weight {LLM} Annotators for Classification Tasks: Taxonomy, Uncertainty Signals, and Deployment Boundaries",
    author = "Hossain, Nahid  and
      Karip, Siam Rahman  and
      Kabir, Md Faisal  and
      Shatabda, Swakkhar  and
      Islam, Salekul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2037/",
    pages = "46409--46466",
    ISBN = "979-8-89176-459-0"
}