@inproceedings{shi-etal-2026-identify, title = "Identify, Classify, Act: Per-Instruction Controlled Compliance for {LLM}s over External Data", author = "Shi, Zesheng and li, Xue and Dai, Chenrui and Li, Jing", 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.1092/", pages = "25072--25091", ISBN = "979-8-89176-459-0" }