@inproceedings{zhang2024diagram, author = {Zhang, Zeren and Cheng, Jo-Ku and Deng, Jingyang and Tian, Lu and Ma, Jinwen and Qin, Ziran and Zhang, Xiaokai and Zhu, Na and Leng, Tuo}, booktitle = {ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, title = {Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver}, year = {2025}, volume = {}, number = {}, pages = {1-5}, keywords = {Geometry;Visualization;Pipelines;Reinforcement learning;Signal processing;Search problems;Mathematical models;Problem-solving;Speech processing;Synthetic data;multi-modal large language model;mathematical reasoning;geometry problem solver;geometric diagram formalization}, doi = {10.1109/ICASSP49660.2025.10889286} }