@inproceedings{zheng-etal-2026-scope,
    title = "{SCOPE}: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting",
    author = "Zheng, Binbin  and
      Ma, Xing  and
      Liang, Yiheng  and
      Ruan, Jingqing  and
      Fu, Xiaoliang  and
      Lin, Kepeng  and
      Zhu, Benchang  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1131/",
    pages = "25897--25914",
    ISBN = "979-8-89176-459-0"
}