LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought

LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought

9 May 2024

Dongsheng Li

Papers citing "LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought"

15 / 15 papers shown

Title
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection Yibo Yan Shen Wang Jiahao Huo Philip S. Yu Xuming Hu Qingsong Wen 40 1 0 23 Mar 2025
MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs T. Zhang Zhuoxuan Jiang Haotian Zhang Lin Lin Shaohua Zhang LRM 52 0 0 06 Mar 2025
Theoretical Physics Benchmark (TPBench) -- a Dataset and Study of AI Reasoning Capabilities in Theoretical Physics Daniel J.H. Chung Zhiqi Gao Yurii Kvasiuk Tianyi Li Moritz Münchmeyer Maja Rudolph Frederic Sala Sai Chaitanya Tadepalli AIMat 34 3 0 19 Feb 2025
The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories Raj Sanjay Shah Sashank Varma LRM 80 0 0 22 Jan 2025
Conceptual In-Context Learning and Chain of Concepts: Solving Complex Conceptual Problems Using Large Language Models Nishtha N. Vaidya Thomas Runkler Thomas Hubauer Veronika Haderlein-Hoegberg Maja Mlicic Brandt LRM 67 0 0 19 Dec 2024
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey Jiayi Kuang Jingyou Xie Haohao Luo Ronghao Li Zhe Xu Xianfeng Cheng Yinghui Li Xika Lin Ying Shen LRM 79 2 0 26 Nov 2024
Number Cookbook: Number Understanding of Language Models and How to Improve It Haotong Yang Yi Hu Shijia Kang Zhouchen Lin Muhan Zhang LRM 31 2 0 06 Nov 2024
RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner Fu-Chieh Chang Yu-Ting Lee Hui-Ying Shih Pei-Yuan Wu Pei-Yuan Wu OffRL LRM 62 0 0 31 Oct 2024
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning Joshua Ong Jun Leang Aryo Pradipta Gema Shay B. Cohen ReLM LRM ReCod 21 2 0 14 Oct 2024
A Theoretical Understanding of Self-Correction through In-context Alignment Yifei Wang Yuyang Wu Zeming Wei Stefanie Jegelka Yisen Wang LRM 20 11 0 28 May 2024
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 313 8,261 0 28 Jan 2022