PGDP5K: A Diagram Parsing Dataset for Plane Geometry Problems. - Yihan Hao; Mingliang Zhang 005; Fei Yin; Lin-Lin Huang 001 (ICPR, 2022)

Plane Geometry Diagram Parsing. - Ming-Liang Zhang 005; Fei Yin; Yi-Han Hao; Cheng-Lin Liu 001 (IJCAI, 2022)

A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram. - Ming-Liang Zhang 005; Fei Yin; Cheng-Lin Liu 001 (IJCAI, 2023)

Towards prior gap and representation gap for long-tailed recognition. - Ming-Liang Zhang 005; Xu-Yao Zhang; Chuang Wang 007; Cheng-Lin Liu 001 (Pattern Recognit., 2023)

LANS: A Layout-Aware Neural Solver for Plane Geometry Problem. - Zhongzhi Li; Ming-Liang Zhang 005; Fei Yin; Cheng-Lin Liu 001 (ACL (Findings), 2024)

GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving. - Jiaxin Zhang 024; Zhongzhi Li; Ming-Liang Zhang 005; Fei Yin; Cheng-Lin Liu 001; Yashar Moshfeghi (ACL (Findings), 2024)

Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram. - Ming-Liang Zhang 005; Zhong-Zhi Li; Fei Yin; Liang Lin; Cheng-Lin Liu 001 (CoRR, 2024)

CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models. - Zhong-Zhi Li; Ming-Liang Zhang 005; Fei Yin; Zhi-Long Ji; Jin-Feng Bai; Zhen-Ru Pan; Fanhu Zeng; Jian Xu 015; Jiaxin Zhang 024; Cheng-Lin Liu 001 (CoRR, 2024)

CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models. - Zhongzhi Li; Ming-Liang Zhang 005; Pei-Jie Wang; Jian Xu; Rui-Song Zhang; Yin Fei; Zhi-Long Ji; Jin-Feng Bai; Zhen-Ru Pan; Jiaxin Zhang; Cheng-Lin Liu (COLING, 2025)