@inproceedings{liu-etal-2026-logitspec, title = "{L}ogit{S}pec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation", author = "Liu, Tianyu and Lv, Qitan and Li, Hao and Gao, Xing and Sun, Xiao and Sun, Xiaoyan", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1655/", pages = "33070--33092", ISBN = "979-8-89176-395-1" }