Yu, Z., Gao, L., Zhu, Y., Zheng, B., Zhao, J., Guo, S., & Wang, H. (2026). Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty.
Chicago Style (17th ed.) CitationYu, Zewei, Lirong Gao, Yuke Zhu, Bo Zheng, Junbo Zhao, Sheng Guo, and Haobo Wang. Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty. 2026.
MLA (9th ed.) CitationYu, Zewei, et al. Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty. 2026.
Warning: These citations may not always be 100% accurate.