analytic geometry 1dataset creation 1diagram rendering 1formal language representation 1multimodal problem generation 1neural-symbolic systems 1
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cs.AI2026
FormalAnalyticGeo: A Neural-Symbolic Based Framework for Multimodal Analytic Geometry Problem Generation
Ruoran Xu, Wending Gao, Qiufeng Wang +1
The paper presents FormalAnalyticGeo, a neural‑symbolic framework that automatically generates multimodal analytic geometry problems by converting free‑form text into a formal desc…
cs.AI2026
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Caorui Li, Yu Chen, Yiyan Ji +40
Recent advances in multimodal large language models (MLLMs) have demonstrated substantial potential in video understanding. However, existing benchmarks fail to comprehensively eva…