@inproceedings{xu-ding-2025-large, title = "Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey", author = "Xu, Ruiyao and Ding, Kaize", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.333/", pages = "5992--6012", ISBN = "979-8-89176-195-7" }