@inproceedings{hou-wang-2026-adapt, title = "When to Adapt: Conditional Memory Adapters for Retention-Preserving Domain Specialization", author = "Hou, Jiayu and Wang, Lei", 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.200/", pages = "4224--4245", ISBN = "979-8-89176-462-0" }