most citedSQL-Commenter: Aligning Large Language Models for SQL Comment Generation with Direct Preference Optimization

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cs.LG2025

GeoRef: Referring Expressions in Geometry via Task Formulation, Synthetic Supervision, and Reinforced MLLM-based Solutions

Bing Liu, Wenqiang Yv, Xuzheng Yang +6

AI-driven geometric problem solving is a complex vision-language task that requires accurate diagram interpretation, mathematical reasoning, and robust cross-modal grounding. A fou…