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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Nan Tang

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Aug 2026

DataMosaic: An Interactive Demonstration of Constraint-Driven Document-to-Database Construction

Large language models (LLMs) have improved document information extraction, but turning extracted facts into relational databases remains fundamentally difficult. The challenge is that extraction is local to text, whereas database construction must satisfy global semantics defined by schemas, keys, and integrity cons...

Zhengxuan Zhang, Zhuo-Wen Liang, Hai-Xun Wang et al. · 0 citations

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