@inproceedings{song-etal-2026-mars,
    title = "{MARS}: Unleashing the Power of Speculative Decoding via Margin-Aware Verification",
    author = "Song, Jingwei  and
      Wang, Xinyu  and
      Wang, Hanbin  and
      Lei, Xiaoxuan  and
      Shi, Tianyu  and
      Han, Shixin  and
      Yang, Eric  and
      Chang, Xiao-Wen  and
      Ai, Lynn",
    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.421/",
    pages = "8652--8663",
    ISBN = "979-8-89176-395-1"
}