ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

Wei Liu, Yang Gu, Xi Yan +5

Table processing-including cleaning, transformation, augmentation, and matching-is a foundational yet error-prone stage in real-world data pipelines. While recent LLM-based approac…