most citedRisk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems

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cs.CV2025

GeoVLMath: Enhancing Geometry Reasoning in Vision-Language Models via Cross-Modal Reward for Auxiliary Line Creation

Shasha Guo, Liang Pang, Xi Wang +3

Auxiliary lines are essential for solving complex geometric problems but remain challenging for large vision-language models (LVLMs). Recent attempts construct auxiliary lines via…