C3oT: Generating Shorter Chain-of-Thought without Compromising
Effectiveness

C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness

16 December 2024

Papers citing "C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness"

10 / 10 papers shown

Title
SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning Zheng Li Qingxiu Dong Jingyuan Ma Di Zhang Zhifang Sui LRM 12 0 0 16 May 2025
Scalable Chain of Thoughts via Elastic Reasoning Yuhui Xu Hanze Dong Lei Wang Doyen Sahoo Junnan Li Caiming Xiong OffRL LRM 59 3 0 08 May 2025
Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models Bin Yu Hang Yuan Haotian Li X. Xu Yuliang Wei Bailing Wang Weizhen Qi Kai Chen LRM 44 1 0 06 May 2025
Process Reward Models That Think Muhammad Khalifa Rishabh Agarwal Lajanugen Logeswaran Jaekyeom Kim Hao Peng Moontae Lee Honglak Lee Lu Wang OffRL ALM LRM 46 2 0 23 Apr 2025
Dynamic Early Exit in Reasoning Models Chenxu Yang Qingyi Si Yongjie Duan Zheliang Zhu Chenyu Zhu Zheng Lin Zheng Lin Li Cao Weiping Wang ReLM LRM 53 6 0 22 Apr 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 193 4 0 15 Apr 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 86 35 0 20 Mar 2025
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models Yuchen Yan Yongliang Shen Yuhang Liu Jin Jiang Mengdi Zhang Jian Shao Yueting Zhuang LRM ReLM 53 3 0 09 Mar 2025
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach Ayeong Lee Ethan Che Tianyi Peng LRM 52 16 0 03 Mar 2025
O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning Haotian Luo Li Shen Haiying He Yue Wang Shiwei Liu Wei Li Naiqiang Tan Xiaochun Cao Dacheng Tao VLM LRM 92 50 0 22 Jan 2025