@inproceedings{yildiz-etal-2025-benchmarking, title = "Benchmarking {LLM}s and {LLM}-based Agents in Practical Vulnerability Detection for Code Repositories", author = "Yildiz, Alperen and Teo, Sin G and Lou, Yiling and Feng, Yebo and Wang, Chong and Divakaran, Dinil Mon", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.1490/", pages = "30848--30865", ISBN = "979-8-89176-251-0" }