Title
Safety in Large Reasoning Models: A Survey Cheng Wang Yang Liu Yangqiu Song Duzhen Zhang Zechao Li ... Shengju Yu Xinfeng Li Junfeng Fang Jiaheng Zhang Bryan Hooi LRM 320 7 0 24 Apr 2025
Efficient Inference for Large Reasoning Models: A Survey Yi Liu Jiaying Wu Yufei He Hongcheng Gao Hongyu Chen Baolong Bi Jiaheng Zhang Zhiqi Huang Bryan Hooi LLMAG LRM 104 14 0 29 Mar 2025
Development and Enhancement of Text-to-Image Diffusion Models Rajdeep Roshan Sahu VLM 92 36 0 07 Mar 2025
O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning Haotian Luo Li Shen Haiying He Yun Wang Shiwei Liu Wei Li Naiqiang Tan Xiaochun Cao Dacheng Tao VLM LRM 111 71 0 22 Jan 2025
Compressed Chain of Thought: Efficient Reasoning Through Dense Representations Jeffrey Cheng Benjamin Van Durme LRM 104 40 0 17 Dec 2024
C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness Yu Kang Xianghui Sun Liangyu Chen Wei Zou LRM 137 40 0 16 Dec 2024
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost Sania Nayab Giulio Rossolini Giorgio Buttazzo Nicolamaria Manes F. Giacomelli Nicolamaria Manes Fabrizio Giacomelli LRM 83 34 0 29 Jul 2024
ReFT: Reasoning with Reinforced Fine-Tuning Trung Quoc Luong Xinbo Zhang Zhanming Jie Peng Sun Xiaoran Jin Hang Li OffRL LRM ReLM 51 108 0 17 Jan 2024
At Which Training Stage Does Code Data Help LLMs Reasoning? Xiaogang Jia Yue Liu Yue Yu Yuanliang Zhang Yu Jiang Changjian Wang Shanshan Li LRM SyDa 48 63 0 28 Sep 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Tian Liang Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Yujiu Yang Zhaopeng Tu Shuming Shi LLMAG LRM 46 438 0 30 May 2023
Improving Factuality and Reasoning in Language Models through Multiagent Debate Yilun Du Shuang Li Antonio Torralba J. Tenenbaum Igor Mordatch LLMAG LRM 112 665 0 23 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 411 4,077 0 24 May 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 183 4,175 0 27 Oct 2021
Are NLP Models really able to Solve Simple Math Word Problems? Arkil Patel S. Bhattamishra Navin Goyal ReLM LRM 46 801 0 12 Mar 2021