@inproceedings{pan-etal-2026-dart, title = "{DART}: Mitigating Harm Drift in Difference-Aware {LLM}s via Distill-Audit-Repair Training", author = "Pan, Ziwen and Liang, Zihan and Kabbara, Jad and Emami, Ali", 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.244/", pages = "4940--4980", ISBN = "979-8-89176-395-1" }