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Cameron Barrie

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Preprint Aug 2026

Tytan: Interactive Neurosymbolic Construction of Analytic Semantic Schemas from Relational Data

From natural-language query interfaces to automated report generation, data analysis tools need a description of the data: the real-world entities it contains, which columns function as measures or identifiers, and how tables connect into units of analysis. Today, this semantic layer is usually written by hand. This is...

Donna Hooshmand, Shubham Shahi, Cameron Barrie et al. · 0 citations

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