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benchmark evaluation 1intermediate visual states 1large language models 1multimodal models 1visual reasoning 1

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20242026
most citedTrace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

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cs.DB2026

ScaleDoc: Scaling LLM-based Predicates over Large Document Collections

Hengrui Zhang, Yulong Hui, Yihao Liu +1

Predicates are foundational components in data analysis systems. However, modern workloads increasingly involve unstructured documents, which demands semantic understanding, beyond…