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MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection

23 March 2025

Papers citing "MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection"

48 / 48 papers shown

Title
LLM-Powered AI Agent Systems and Their Applications in Industry Guannan Liang Qianqian Tong LLMAG LM&Ro 63 3 0 22 May 2025
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions Song Dai Yibo Yan Jiamin Su Dongfang Zihao Yubo Gao ... Jungang Li Junyan Zhang Sicheng Tao Zhuoran Gao Xuming Hu LRM AI4CE 54 0 0 21 May 2025
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis Haoming Huang Yibo Yan Jiahao Huo Xin Zou Xinfeng Li Kun Wang Xuming Hu 92 0 0 20 May 2025
CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Jiamin Su Yibo Yan Zhuoran Gao Han Zhang Xiang Liu Xuming Hu 93 0 0 20 May 2025
LLM Agents for Education: Advances and Applications Zhendong Chu Shen Wang Jian Xie Tinghui Zhu Yibo Yan ... Aoxiao Zhong Xuming Hu Jing Liang Philip S. Yu Qingsong Wen LLMAG ELM 156 7 0 14 Mar 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization Yi Yang Xiaoxuan He Hongkun Pan Xiyan Jiang Yan Deng ... Dacheng Yin Fengyun Rao Minfeng Zhu Bo Zhang Wei Chen VLM LRM 130 100 1 13 Mar 2025
R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning Jiaxing Zhao Xihan Wei Liefeng Bo OffRL 66 25 0 07 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 109 6 0 06 Mar 2025
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning Wenkai Yang Shuming Ma Yankai Lin Furu Wei LRM 102 50 0 25 Feb 2025
From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education Yi-Fan Zhang Hang Li D. Song Lichao Sun Tianlong Xu Qingsong Wen LLMAG LRM 135 2 0 20 Feb 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning Junkai Chen Zhijie Deng Kening Zheng Yibo Yan Shuliang Liu PeiJun Wu Peijie Jiang Qingbin Liu Xuming Hu MU 98 8 0 18 Feb 2025
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment Jingcheng Deng Zhongtao Jiang Liang Pang Liwei Chen Kun Xu Zihao Wei Huawei Shen Xueqi Cheng 105 3 0 17 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 268 54 0 12 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 211 17 0 05 Feb 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs Omkar Thawakar Dinura Dissanayake Ketan More Ritesh Thawkar Ahmed Heakl ... Hisham Cholakkal Ivan Laptev Mubarak Shah Fahad Shahbaz Khan Salman Khan VLM LRM 114 58 0 10 Jan 2025
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models Mingyang Song Zhaochen Su Xiaoye Qu Jiawei Zhou Yu Cheng LRM 125 40 0 06 Jan 2025
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions Hang Li Tianlong Xu Kaiqi Yang Yucheng Chu Yanling Chen Yichi Song Qingsong Wen Hui Liu 90 3 0 22 Dec 2024
ProcessBench: Identifying Process Errors in Mathematical Reasoning Chujie Zheng Zizhuo Zhang Beichen Zhang Runji Lin Keming Lu Bowen Yu Dayiheng Liu Jingren Zhou Junyang Lin LRM 197 77 0 09 Dec 2024
Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges Minghao Shao Abdul Basit Ramesh Karri Muhammad Shafique 110 21 0 04 Dec 2024
Multimodal Alignment and Fusion: A Survey Songtao Li Hao Tang OffRL 80 14 0 26 Nov 2024
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents Dawei Li Zhen Tan Peijia Qian Yifan Li Kumar Satvik Chaudhary Lijie Hu Jiayi Shen 116 10 0 05 Nov 2024
Can Large Language Models Act as Symbolic Reasoners? Rob Sullivan Nelly Elsayed ELM LRM 77 4 0 28 Oct 2024
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction L. Yang Zhaochen Yu Tianze Zhang Minkai Xu Joseph E. Gonzalez Tengjiao Wang Shuicheng Yan ELM ReLM LRM 80 0 0 11 Oct 2024
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality Guanyu Zhou Yibo Yan Xin Zou Kun Wang Aiwei Liu Xuming Hu 70 12 0 07 Oct 2024
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection Yibo Yan Shen Wang Jiahao Huo Hang Li Yangqiu Song ... Kun Wang Hui Xiong Philip S. Yu Xuming Hu Qingsong Wen LRM 89 19 0 06 Oct 2024
Evaluation of OpenAI o1: Opportunities and Challenges of AGI Tianyang Zhong Zhengliang Liu Yi Pan Yutong Zhang Yifan Zhou ... Dinggang Shen Andrea Sikora Xiaoming Zhai Dajiang Zhu Tianming Liu ReLM LRM AI4CE ELM VLM 75 99 0 27 Sep 2024
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction Tianlong Xu Yi-Fan Zhang Zhendong Chu Shen Wang Qingsong Wen 67 10 0 14 Sep 2024
VideoQA in the Era of LLMs: An Empirical Study Junbin Xiao Nanxin Huang Hangyu Qin Dongyang Li Yicong Li ... Zhulin Tao Jianxing Yu Liang Lin Tat-Seng Chua Angela Yao 76 14 0 08 Aug 2024
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback Bofei Gao Zefan Cai Runxin Xu Peiyi Wang Ce Zheng ... Chang Zhou Wen Xiao Junjie Hu Tianyu Liu Baobao Chang LRM 78 22 0 20 Jun 2024
Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction Xiaoyuan Li Wenjie Wang Moxin Li Junrong Guo Yang Zhang Fuli Feng ELM LRM 69 20 0 02 Jun 2024
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought Zhuoxuan Jiang Haoyuan Peng Shanshan Feng Fan Li Dongsheng Li KELM LRM 77 16 0 09 May 2024
Make Your LLM Fully Utilize the Context Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou SyDa 112 67 0 25 Apr 2024
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Tula Masterman Sandi Besen Mason Sawtell Alex Chao LM&Ro LLMAG 99 57 0 17 Apr 2024
Foundation Models for Education: Promises and Prospects Tianlong Xu Richard Tong Jing Liang Xing Fan Haoyang Li Qingsong Wen AI4CE 96 11 0 08 Apr 2024
Large Language Models for Education: A Survey and Outlook Shen Wang Tianlong Xu Hang Li Chaoli Zhang Joleen Liang Jiliang Tang Philip S. Yu Qingsong Wen AI4Ed 107 119 0 26 Mar 2024
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? Renrui Zhang Dongzhi Jiang Yichi Zhang Haokun Lin Ziyu Guo ... Aojun Zhou Pan Lu Kai-Wei Chang Peng Gao Hongsheng Li 74 254 0 21 Mar 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset Ke Wang Junting Pan Weikang Shi Zimu Lu Mingjie Zhan Hongsheng Li 84 188 0 22 Feb 2024
A Survey on Safe Multi-Modal Learning System Tianyi Zhao Liangliang Zhang Yao Ma Lu Cheng 92 12 0 08 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 82 24 0 02 Feb 2024
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming Pengyuan Zhou Lin Wang Zhi Liu Yanbin Hao Pan Hui Sasu Tarkoma J. Kangasharju VGen 93 30 0 30 Jan 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 260 1,215 0 21 Dec 2023
VTimeLLM: Empower LLM to Grasp Video Moments Bin Huang Xin Wang Hong Chen Zihan Song Wenwu Zhu MLLM 143 130 0 30 Nov 2023
Multimodal Large Language Models: A Survey Jiayang Wu Wensheng Gan Zefeng Chen Shicheng Wan Philip S. Yu 85 194 0 22 Nov 2023
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web Yibo Yan Haomin Wen Siru Zhong Wei Chen Haodong Chen Qingsong Wen Roger Zimmermann Yuxuan Liang 67 60 0 22 Oct 2023
Improved Baselines with Visual Instruction Tuning Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 165 2,825 0 05 Oct 2023
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts Pan Lu Hritik Bansal Tony Xia Jiacheng Liu Chun-yue Li Hannaneh Hajishirzi Hao Cheng Kai-Wei Chang Michel Galley Jianfeng Gao LRM MLLM 126 665 0 03 Oct 2023
Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion Simone Bianco Luigi Celona Marco Donzella Paolo Napoletano 73 20 0 20 Jun 2023
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song-Chun Zhu AIMat LRM 66 243 0 10 May 2021