@inproceedings{wu-etal-2026-targeting, title = "Targeting the Needle, Ignoring the Haystack: Anchoring Crucial Cues for Evolving Scam Call Detection via an {LLM}-Assisted Classifier", author = "Wu, Tong and Su, Qinliang and Yu, Jianxing and Liang, Bo and Huang, Minhua", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1025/", pages = "20497--20513", ISBN = "979-8-89176-395-1" }