TabClean: Scalable Tabular Data Cleaning via Reusable LLM-Synthesized Programs
TabClean is presented, a cost-efficient and training-free tabular data cleaning system in which LLM agents synthesize reusable code for error detection and correction, making LLM usage a largely one-time rather than recurring cost.
Yibo Wang, Riteng Zhang, Bharat Bhargava et al.
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