Do Large Language Models Truly Understand Geometric Structures?
Xiaofeng Wang, Yiming Wang, Wenhong Zhu, Rui Wang
2025年份
2顶会引用
摘要
Geometric Structure Question Corresponding Geometric Relationships Geometric Structure Description with Natural Language： For triangle ABC, G is its incenter. From point G, perpendiculars are drawn to the three sides. GD is perpendicular to AC, GF is perpendicular to BC, and GE is perpendicular to AB. The length of CG is 13, and the length of CF is 12.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式，引用它的顶会 Paper 也一样。你提问，回答直接引用原文。
引用它的顶会 Paper2
- A Survey of Deep Learning for Geometry Problem SolvingJianzhe Ma, Wenxuan Wang, Qin JinACL 2026 · 被引用 5 次
- GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical EvaluationYuan Feng, Yue Yang, Xiaohan He, Jiatong Zhao 等ICLR 2026 · 被引用 4 次
它引用的顶会 Paper7
- Language Models are Few-Shot LearnersTom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah 等NeurIPS 2020 · 被引用 64,255 次
- Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsJason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma 等NeurIPS 2022 · 被引用 22,562 次
- Large Language Models are Zero-Shot ReasonersTakeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo 等NeurIPS 2022 · 被引用 8,168 次
- Self-Consistency Improves Chain of Thought Reasoning in Language ModelsXuezhi Wang, Jason Wei, Dale Schuurmans, Quoc V. Le 等ICLR 2023 · 被引用 681 次
- Language models are multilingual chain-of-thought reasonersFreda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang 等ICLR 2023 · 被引用 52 次
相关 Paper
- GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem SolutionsJo-Ku Cheng, Zeren Zhang, Ran Chen, Jingyang Deng 等ACM MM 2025 · 被引用 2 次
- CogCoM: A Visual Language Model with Chain-of-Manipulations ReasoningJi Qi, Ming Ding, Weihan Wang, Yushi Bai 等ICLR 2025
- Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningPan Lu, Ran Gong, Shibiao Jiang, Liang Qiu 等ACL 2021
- Causal-R: A Causal-Reasoning Geometry Problem Solver for Optimized Solution ExplorationWenjun Wu, Lingling Zhang, Bo Zhao, Muye Huang 等NeurIPS 2025 · 被引用 2 次
- GBPNet: Universal Geometric Representation Learning on Protein StructuresSarp Aykent, Tian XiaKDD 2022 · 被引用 20 次
