From Symbolic Perception to Logical Deduction: A Framework for Guiding Language Models in Geometric Reasoning

Weichen Dai, Rafael Medeiros Cabral, Ziyi Shou +4

Plane geometry remains a significant challenge in AI, requiring the integration of visual perception and mathematical reasoning. While Large Multimodal Models (LMMs) naturally hand…