@inproceedings{zhang-etal-2026-fast,
    title = "Fast and Effective On-Policy Distillation from Reasoning Prefixes",
    author = "Zhang, Dongxu  and
      Yang, Zhichao  and
      Janghorbani, Sepehr  and
      Han, Jun  and
      II, Andrew Ressler  and
      Qian, Qian  and
      Lyng, Gregory D  and
      Batra, Sanjit Singh  and
      Tillman, Robert E.",
    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.1276/",
    pages = "25553--25569",
    ISBN = "979-8-89176-395-1"
}