Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study 事件

Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study 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 three enterprise domains (BIRD financial, SEC EDGAR, Northwind), with deterministic ground truth and per-turn memory-criti