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News/Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study
arxiv
PublishedMay 27, 2026 at 4:00 AM
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Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study

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arXiv:2605.26394v1 Announce Type: new Abstract: Multi-turn Text-to-SQL is central to enterprise analytics yet remains predominantly evaluated in single-turn settings. We introduce EnterpriseMem-Bench, a multi-turn Text-to-SQL benchmark of 300 sessions and 1,400 turns built programmatically from thre

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