@article{scopesignalcalibratedonpolicydistillatio, title = {SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting}, author = {Binbin Zheng and Xing Ma and Yiheng Liang and Jingqing Ruan and Xiaoliang Fu and Kepeng Lin and Benchang Zhu and Ke Zeng and Xunliang Cai}, year = {2026}, eprint = {2604.10688}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.10688}, }