Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models

Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models

14 March 2025

Papers citing "Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models"

8 / 8 papers shown

Title
Mitigating Deceptive Alignment via Self-Monitoring Jiaming Ji Wenqi Chen Kaile Wang Donghai Hong Sitong Fang ... Jiayi Zhou Juntao Dai Sirui Han Yike Guo Yaodong Yang LRM 20 0 0 24 May 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning Xinghao Chen Zhijing Sun Wenjin Guo Miaoran Zhang Yanjun Chen ... Hui Su Yijie Pan Dietrich Klakow Wenjie Li Xiaoyu Shen LRM 82 6 0 25 Feb 2025
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Alejandro Cuadron Dacheng Li Wenjie Ma Xingyao Wang Yichuan Wang ... Aditya Desai Ion Stoica Ana Klimovic Graham Neubig Joseph E. Gonzalez LRM AI4CE 202 41 0 12 Feb 2025
LIMO: Less is More for Reasoning Yixin Ye Zhen Huang Yang Xiao Ethan Chern Shijie Xia Pengfei Liu LRM 94 132 0 05 Feb 2025
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 155 101 0 18 Sep 2024
Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 71 6 0 30 May 2024
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He Liwei Wang LRM 75 236 0 24 May 2023
AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts Tongshuang Wu Michael Terry Carrie J. Cai LLMAG AI4CE LRM 63 452 0 04 Oct 2021