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Zhuo-Li Zhang

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Open access Sep 2026

Visual LLM-Assisted Metadata Schema Construction from Spreadsheets Through Structured Editor Operations

Research data are often prepared in spreadsheets, but the meanings of their columns and values must still be translated into reusable metadata schemas. Even with a graphical editor, this translation requires repeated decisions about field names, types, properties, and hierarchy. Large language models (LLMs) can assist...

Wen-Cong Chen, Xiao-Tong Zhang, Jie He et al. · 0 citations

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