@inproceedings{xiong-etal-2026-uniattn, title = "{U}ni{A}ttn: Reducing Inference Costs via Softmax Unification for Post-Training {LLM}s", author = "Xiong, Yizhe and Huang, Wei and Ye, Xin and Chen, Hui and Lin, Zijia and Lian, Haoran and Su, Zhenpeng and Han, Jungong and Ding, Guiguang", 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.2025/", pages = "43072--43091", ISBN = "979-8-89176-462-0" }