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A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram

22 February 2023

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Papers citing "A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram"

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Title
Towards Geometry Problem Solving in the Large Model Era: A Survey Yurui Zhao Xiang Wang Jiahong Liu Irwin King Zhitao Huang LRM AI4CE 92 0 0 03 Jun 2025
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey Seunghyuk Cho Zhenyue Qin Yang Liu Youngbin Choi Seungbeom Lee Dongwoo Kim LRM 111 0 0 20 May 2025
TrustGeoGen: Scalable and Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving Daocheng Fu Zijun Chen Renqiu Xia Qi Liu Yuan Feng ... Peng Gao Junchi Yan Botian Shi Bo Zhang Yu Qiao 96 3 0 22 Apr 2025
GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning Liangyu Xu Yingxiu Zhao Jiadong Wang Yingyao Wang Bu Pi ... Jihao Gu Xinfeng Li Xiaoyong Zhu Jun Song Jian Xu LRM 512 6 0 17 Apr 2025
Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration Yicheng Pan Zhenrong Zhang Pengfei Hu Jiefeng Ma Jun Du Jianshu Zhang Quan Liu J. Gao Feng Ma LRM 86 1 0 17 Apr 2025
GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions Jo-Ku Cheng Zeren Zhang Ran Chen Jingyang Deng Ziran Qin Jinwen Ma 100 1 0 14 Apr 2025
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information Junbo Zhao Ting Zhang Jiayu Sun Mi Tian Hua Huang 94 2 0 07 Mar 2025
GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder Seunghyuk Cho Zhenyue Qin Yang Liu Youngbin Choi Seungbeom Lee Dongwoo Kim 83 0 0 17 Feb 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 237 14 0 03 Jan 2025
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Renqiu Xia Mingxing Li Hancheng Ye Wenjie Wu Hongbin Zhou ... Zeang Sheng Botian Shi Tao Chen Junchi Yan Bo Zhang 201 10 0 16 Dec 2024
Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning Shihao Xu Yiyang Luo Wei Shi LRM ReLM 130 3 0 12 Dec 2024
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning Xiaotian Han Yiren Jian Xuefeng Hu Haogeng Liu Yiqi Wang ... Yuang Ai Huaibo Huang Ran He Zhenheng Yang Quanzeng You LRM AI4CE 64 22 0 19 Sep 2024
Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver Zeren Zhang Jo-Ku Cheng Jingyang Deng Lu Tian Jinwen Ma Ziran Qin Xiaokai Zhang Na Zhu Tuo Leng 87 5 0 06 Sep 2024
AutoGeo: Automating Geometric Image Dataset Creation for Enhanced Geometry Understanding Zihan Huang Tao Wu Wang Lin Shengyu Zhang Jingyuan Chen Fei Wu 64 12 0 28 Aug 2024
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram Ming-Liang Zhang Zhong-Zhi Li Fei Yin Liang Lin Cheng-Lin Liu LRM 80 8 0 10 Jul 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process Tong Xiao Jia-Yin Liu Zhenya Huang Jinze Wu Jing Sha Shijin Wang Enhong Chen AI4CE 80 4 0 10 May 2024
MoVA: Adapting Mixture of Vision Experts to Multimodal Context Zhuofan Zong Bingqi Ma Dazhong Shen Guanglu Song Hao Shao Dongzhi Jiang Hongsheng Li Yu Liu MoE 110 51 0 19 Apr 2024
FGeo-HyperGNet: Geometric Problem Solving Integrating Formal Symbolic System and Hypergraph Neural Network Xiaokai Zhang Na Zhu Cheng Qin Yang Li Zhen Zeng Tuo Leng AI4CE 71 2 0 18 Feb 2024
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving Jiaxin Zhang Zhong-Zhi Li Ming-Liang Zhang Fei Yin Cheng-Lin Liu Yashar Moshfeghi ELM LRM 114 30 0 15 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 67 5 0 06 Feb 2024
GAPS: Geometry-Aware Problem Solver Jiaxin Zhang Yinghui Jiang Yashar Moshfeghi AIMat AI4CE 38 3 0 29 Jan 2024
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 146 24 0 27 Dec 2023
GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning Mehran Kazemi Hamidreza Alvari Ankit Anand Jialin Wu Xi Chen Radu Soricut LRM ReLM 84 70 0 19 Dec 2023
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem Zhong-Zhi Li Ming-Liang Zhang Fei Yin Cheng-Lin Liu 82 17 0 25 Nov 2023
FormalGeo: An Extensible Formalized Framework for Olympiad Geometric Problem Solving Xiaokai Zhang Na Zhu Yiming He Jia Zou Qike Huang ... Cheng Qin Zhen Zeng Shaorong Xie Xiangfeng Luo Tuo Leng AIMat AI4CE 67 5 0 27 Oct 2023