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cs.AI2026
LongDocBench: Benchmarking TOC Hierarchy and Contextual Relationship Recovery in Long Documents
Yuefeng Zou, Yichen Lu, Jingxiao Yang +5
Parsing visual documents into machine-readable representations is fundamental to document intelligence. Existing benchmarks focus on page-level element recognition, reading order,…
cs.AI2026
ReusStdFlow: A Standardized Reusability Framework for Dynamic Workflow Construction in Agentic AI
Gaoyang Zhang, Shanghong Zou, Yafang Wang +3
To address the ``reusability dilemma'' and structural hallucinations in enterprise Agentic AI,this paper proposes ReusStdFlow, a framework centered on a novel ``Extraction-Storage-…