@inproceedings{zhang-etal-2026-branch, title = "Branch Later, Compute Less, Think Better: Adaptive Depth Parallelism for Efficient Parallel Prefix-Tuning", author = "Zhang, Mingqian and Chen, Mouxiang and Liu, Zhongxin", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1130/", pages = "25878--25896", ISBN = "979-8-89176-459-0" }