PremiLab-Math is a sub-group of PremiLab at Xi’an Jiaotong-Liverpool University, focusing on leveraging AI to solve mathematical problems, including Math Word Problems, Geometry Problems and Table Math Word Problems.
Works
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Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist - ICLR 2025 Zihao Zhou*, Shudong Liu*, Maizhen Ning, Wei Liu, Jindong Wang, Derek F. Wong, Xiaowei Huang, Qiufeng Wang, Kaizhu Huang. |
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Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation - AAAI 2025 Xiaoqiang Kang*, Zimu Wang*, Xiaobo Jin, Wei Wang, Kaizhu Huang, Qiufeng Wang. |
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GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs - AAAI 2025 Maizhen Ning*, Zihao Zhou*, Qiufeng Wang, Xiaowei Huang, Kaizhu Huang. |
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MathAttack: Attacking Large Language Models Towards Math Solving Ability - AAAI 2024 Zihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang, Kaizhu Huang. |
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A Symbolic Characters Aware Model for Solving Geometry Problems - ACM MM 2023 Maizhen Ning, Qiufeng Wang, Kaizhu Huang, Xiaowei Huang. |
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Learning by Analogy: Diverse Questions Generation in Math Word Problem - ACL Findings 2023 Zihao Zhou*, Maizhen Ning*, Qiufeng Wang, Jie Yao, Wei Wang, Xiaowei Huang, Kaizhu Huang. |
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Solving Math Word Problem with Problem Type Classification - NLPCC 2023 Jie Yao, Zihao Zhou, Qiufeng Wang. |
Awards
2nd Place in NLPCC 2023 Competition: Math Word Problem Solving
Members
Leader
PhD Students
Master Students
Jie Yao
