@inproceedings{han-etal-2026-unifying, title = "Unifying Detection and Adaptation in Task-Free Continual Learning", author = "Han, Dezheng and Zhang, Anbang and Zhu, Zhihao and Guo, Shuaishuai", 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.721/", pages = "15153--15177", ISBN = "979-8-89176-462-0" }