@inproceedings{zhu-etal-2026-trust, title = "Trust Your Guide Only When Certain: Uncertainty-Aware Sparse Alignment at Inference Time", author = "Zhu, Zeen and Li, Zhuo and Guo, Weiyang and Zhao, Liye and Di, Haibing and Wang, Yequan and Li, Jing", 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.391/", pages = "8237--8263", ISBN = "979-8-89176-462-0" }