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README.md
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[](https://hits.seeyoufarm.com)
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This repo contains the codebase for our paper [TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding](https://arxiv.org/abs/2502.19400)
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## Introduction
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TheoremExplainAgent is an AI system that generates long-form Manim videos to visually explain theorems, proving its deep understanding while uncovering reasoning flaws that text alone often hides.
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[](https://hits.seeyoufarm.com)
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This repo contains the codebase for our paper [TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding](https://arxiv.org/abs/2502.19400)
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**ACL 2025 main**
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## Introduction
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TheoremExplainAgent is an AI system that generates long-form Manim videos to visually explain theorems, proving its deep understanding while uncovering reasoning flaws that text alone often hides.
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