RESEARCHarXiv CS.AI·8d ago
PhyDrawGen: Physically Grounded Diagram Generation from Natural Language
PhyDrawGen is a neuro-symbolic pipeline designed to generate physically accurate physics diagrams from natural language text, outperforming existing models in adhering to physical laws. It leverages a large language model for scene graph extraction and a deterministic solver to enforce physical and geometric constraints.
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