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Bartuer Zhou

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#natural language process... Preprint Oct 2026

Semantic Atoms for Scalable Text Analysis in Data Analytics in the Era of LLM-Based Agents

Much of the information needed for data analysis is buried in text columns: an analyst may infer customer frustration from complaint text and use it to explain resolution time. We call workloads in which processing text columns is central to subsequent data analysis TADA (\emph{Text Analysis in Data Analytics}). In an...

Jin-Xiang Xie, Zi-Hao Li, Rui Ding et al. · 0 citations

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