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Author

Rafael Cabral

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#artificial intelligence Preprint Sep 2026

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

Plane geometry remains a significant challenge in AI, requiring the integration of visual perception and mathematical reasoning. While Large Multimodal Models (LMMs) naturally handle visuo-linguistic inputs, they are often computationally intensive and opaque. We demonstrate that a pure Large Language Model (LLM), when...

Wei-Chen Dai, Rafael Cabral, Ziyi Shou et al. · 0 citations

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