@inproceedings{xu-etal-2025-llms-weakness, title = "{LLM}{'}s Weakness in {NER} Doesn{'}t Stop It from Enhancing a Stronger {SLM}", author = "Xu, Weilu and Dang, Renfei and Huang, Shujian", editor = "Anderson, Adam and Gordin, Shai and Li, Bin and Liu, Yudong and Passarotti, Marco C. and Sprugnoli, Rachele", booktitle = "Proceedings of the Second Workshop on Ancient Language Processing", month = may, year = "2025", address = "The Albuquerque Convention Center, Laguna", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.alp-1.21/", pages = "170--175", ISBN = "979-8-89176-235-0" }