@inproceedings{ferrao-etal-2026-paved, title = "Paved with True Intents: Intent-Aware Training Improves {LLM} Safety Classification Across Training Regimes", author = {Ferrao, Jeremias Lino and M{\"u}ller-Hof, Niclas and Sirbu, Iustin and Rebedea, Traian and Ziser, Yftah}, editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1833/", pages = "39128--39155", ISBN = "979-8-89176-462-0" }