@inproceedings{nguyen-etal-2026-guardrail, title = "The Guardrail Trinity: Procedural Safety Schemas, Reasoning Chain Decomposition, and Dual-Mode Inference for {LLM} Guardrails", author = "Nguyen, Huy H. and Kavumba, Pride and Li, Jiaxuan and Vo, Duc Minh and Wataoka, Koki", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-short.48/", pages = "747--779", ISBN = "979-8-89176-440-8" }