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2025 1

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Text-to-SQL for Enterprise Data Analytics

cs.CL · 2025-07-18 · conditional · novelty 6.0

An enterprise Text-to-SQL chatbot augmented with a knowledge graph, context ranking, and query-fixing agents achieves 53% correct or nearly correct answers on LinkedIn's internal benchmark, with knowledge graph components responsible for most of the gain.

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  • Text-to-SQL for Enterprise Data Analytics cs.CL · 2025-07-18 · conditional · none · ref 2

    An enterprise Text-to-SQL chatbot augmented with a knowledge graph, context ranking, and query-fixing agents achieves 53% correct or nearly correct answers on LinkedIn's internal benchmark, with knowledge graph components responsible for most of the gain.