Papers citing 'Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models'

Title
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization Gang Li Yan Chen Ming Lin Tianbao Yang OffRL LRM 121 0 1 06 Oct 2025
Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning Jialiang Hong Taihang Zhen Kai-xiang Chen Jiaheng Liu Wenpeng Zhu ... Depeng Wang Haitao Wan Xi Yang Boyan Wang Fanyu Meng LRM 124 5 0 04 Aug 2025
Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models Linan Yue Yichao Du Yizhi Wang W. Gao Fangzhou Yao ... Ye Liu Ziyu Xu Qi Liu Shimin Di Xiaoshi Zhong LRM 191 15 0 04 Aug 2025
EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity Xingjian Zhang Siwei Wen Wenjun Wu Lei Huang 132 12 0 29 Jul 2025
Controlling Thinking Speed in Reasoning Models Zhengkai Lin Zhihang Fu Ze Chen Chao Chen Liang Xie Wenxiao Wang Deng Cai Zheng Wang Jieping Ye LRM 100 6 0 04 Jul 2025
Efficient Inference for Large Reasoning Models: A Survey Yi Liu Jiaying Wu Yufei He Hongcheng Gao Hongyu Chen ... Xu Cheng Zhiqi Huang Bryan Hooi Stan Z. Li Keqin Li LLMAG LRM 500 49 0 29 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Andrew Wen Shaochen Zhong Hanjie Chen Helen Zhou OffRL ReLM LRM 680 255 0 20 Mar 2025