AI RESEARCH
EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise Knowledge
arXiv CS.CL
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ArXi:2606.03363v1 Announce Type: new Text-to-SQL enables natural language access to databases, and recent LLMs have substantially advanced its capabilities. Existing benchmarks such as Spider, BIRD, and Spider~2.0 evaluate schema generalization, large-scale databases, and realistic workflows, but largely overlook enterprise scenarios where SQL generation depends on private business knowledge, such as internal metrics, reporting conventions, and organizational rules. We