Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification

7 April 2025

Papers citing "Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification"

5 / 5 papers shown

Title
Let LLMs Break Free from Overthinking via Self-Braking Tuning Haoran Zhao Yuchen Yan Yongliang Shen Haolei Xu Wenqi Zhang Kaitao Song Jian Shao Weiming Lu Jun Xiao Yueting Zhuang LRM 9 0 0 20 May 2025
FlashThink: An Early Exit Method For Efficient Reasoning Guochao Jiang Guofeng Quan Zepeng Ding Ziqin Luo Dixuan Wang Zheng Hu ReLM LRM 4 0 0 20 May 2025
Reward Inside the Model: A Lightweight Hidden-State Reward Model for LLM's Best-of-N sampling Jizhou Guo Zhaomin Wu Philip S. Yu 4 0 0 18 May 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 48 0 0 22 Apr 2025
The Geometry of Self-Verification in a Task-Specific Reasoning Model Andrew Lee Lihao Sun Chris Wendler Fernanda Viégas Martin Wattenberg LRM 34 0 0 19 Apr 2025