Not All Tokens Are What You Need In Thinking

23 May 2025

Papers citing "Not All Tokens Are What You Need In Thinking"

8 / 8 papers shown

Title
AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Ivan Moshkov Darragh Hanley Ivan Sorokin Shubham Toshniwal Christof Henkel Benedikt Schifferer Wei Du Igor Gitman ReLM LRM 63 11 0 23 Apr 2025
Reasoning Models Can Be Effective Without Thinking Wenjie Ma Jingxuan He Charlie Snell Tyler Griggs Sewon Min Matei A. Zaharia ReLM LRM 87 36 1 14 Apr 2025
1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training Han Zhao Haotian Wang Yiping Peng Sitong Zhao Xiaoyu Tian Shuaiting Chen Yunjie Ji Xiangang Li RALM ReLM LRM 108 15 0 25 Mar 2025
Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking Xiaoyu Tian Sitong Zhao Haotian Wang Shuaiting Chen Yunjie Ji Yiping Peng Han Zhao Xiangang Li ReLM ELM LRM 72 7 0 25 Mar 2025
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach Ayeong Lee Ethan Che Tianyi Peng LRM 71 24 0 03 Mar 2025
Chain of Draft: Thinking Faster by Writing Less Silei Xu Wenhao Xie Lingxiao Zhao Pengcheng He AI4TS LRM 100 62 0 25 Feb 2025
Demystifying Long Chain-of-Thought Reasoning in LLMs Edward Yeo Yuxuan Tong Morry Niu Graham Neubig Xiang Yue OffRL LRM 117 107 0 05 Feb 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs Kimi Team Angang Du Bofei Gao Bowei Xing Changjiu Jiang ... Zihao Huang Ziyao Xu Zhiyong Yang Zonghan Yang Zongyu Lin OffRL ALM AI4TS VLM LRM 190 250 0 22 Jan 2025