@inproceedings{wang-etal-2026-training, title = "Training-Free Adaptive Speculative Decoding via Linguistic Priors", author = "Wang, Jingyi and Huang, Jiaqi and Xu, Zunnan and Zhou, Jun and Yuan, Kehong and Qian, Xiang", 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.1065/", pages = "21184--21194", ISBN = "979-8-89176-395-1" }