Metacognitive Capabilities of LLMs: An Exploration in Mathematical
Problem Solving

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

20 May 2024

Aniket Didolkar

Nan Rosemary Ke

Timothy Lillicrap

Danilo Jimenez Rezende

Michael C. Mozer

Papers citing "Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving"

15 / 15 papers shown

Title
AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models Yinghui He A. Panigrahi Yong Lin Sanjeev Arora 36 0 0 30 Apr 2025
AI Awareness X. Li Haoyuan Shi Rongwu Xu Wei Xu 54 0 0 25 Apr 2025
Metacognition and Uncertainty Communication in Humans and Large Language Models Mark Steyvers Megan A.K. Peters 29 0 0 18 Apr 2025
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Jian Zhang Zhiyuan Wang Z. Wang Xinyu Zhang Fangzhi Xu Qika Lin Rui Mao Erik Cambria Jun Liu LLMAG 54 0 0 21 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Ziyu Wan Yunxiang Li Y. Song Hanjing Wang Linyi Yang Mark W. Schmidt J. Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 81 5 0 12 Mar 2025
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems Nikita Mehandru Amanda K. Hall Olesya Melnichenko Yulia Dubinina Daniel Tsirulnikov David Bamman Ahmed Alaa Scott Saponas Venkat S. Malladi 36 2 0 10 Jan 2025
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch Yuyang Ding Xinyu Shi Xiaobo Liang Juntao Li Qiaoming Zhu Min Zhang ELM AIMat SyDa LRM 16 8 0 24 Oct 2024
Unearthing Skill-Level Insights for Understanding Trade-Offs of Foundation Models Mazda Moayeri Vidhisha Balachandran Varun Chandrasekaran Safoora Yousefi Thomas Fel S. Feizi Besmira Nushi Neel Joshi Vibhav Vineet 13 2 0 17 Oct 2024
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback Zaid Khan Elias Stengel-Eskin Jaemin Cho Mohit Bansal VGen 36 1 0 08 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 44 1 0 02 Oct 2024
AI-Assisted Generation of Difficult Math Questions Vedant Shah Dingli Yu Kaifeng Lyu Simon Park Nan Rosemary Ke ... Yoshua Bengio Sanjeev Arora Anirudh Goyal Sanjeev Arora Anirudh Goyal 38 14 0 30 Jul 2024
Smart Vision-Language Reasoners Denisa Roberts Lucas Roberts VLM ReLM LRM 33 4 0 05 Jul 2024
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 315 8,261 0 28 Jan 2022