MultiMath: Bridging Visual and Mathematical Reasoning for Large Language
Models

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

30 August 2024

Di Fu

Papers citing "MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models"

10 / 10 papers shown

Title
Decoupled Visual Interpretation and Linguistic Reasoning for Math Problem Solving Zixian Guo Ming-Yu Liu Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo LRM VLM 77 0 0 23 May 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models Wenxuan Huang Bohan Jia Zijie Zhai Shaosheng Cao Zheyu Ye Fei Zhao Zhe Xu Yao Hu Shaohui Lin MU OffRL LRM MLLM ReLM VLM 112 104 0 09 Mar 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts Peijie Wang Zhong-Zhi Li Fei Yin Xin Yang Dekang Ran Cheng-Lin Liu LRM 96 10 0 28 Feb 2025
Boosting Multimodal Reasoning with Automated Structured Thinking Jinyang Wu Mingkuan Feng Shuai Zhang Ruihan Jin Feihu Che Zengqi Wen J. Tao Jianhua Tao LRM 180 11 0 04 Feb 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Xinzhe Ni Zicheng Lin ... Yiyao Yu C. Shi Ruihang Chu Jin Zeng Yujiu Yang LRM 118 20 0 08 Jan 2025
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 98 613 0 03 Oct 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 187 453 0 18 Aug 2023
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 236 4,392 0 27 Oct 2021
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 58 234 0 10 May 2021
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 463 19,006 0 20 Jul 2017