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benchmark 1enterprise knowledge 1long-context grounding 1multilingual 1text-to-sql 1

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cs.CL2026

EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise Knowledge

Chengxi Liao, Tao Xu, Zulong Chen +7

The paper presents EntSQL, a benchmark designed to evaluate text-to-SQL models on enterprise tasks that require grounding in long, proprietary business documents, using a bilingual…