cs.DB · 2026-06-23 · No. 32
Databases, 2026-06-23.
1 new papers in cs.DB. Titles, authors,
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01 — The papers
1 entries-
01
SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration
Yizhang Zhu, Zhangyang Peng, Boyan Li, Yuyu Luo
cs.DB · cs.AI · cs.LG
Text-to-SQL enables users to access relational databases via natural language, but real-world settings remain challenging due to coordinated reasoning over complex database environments. Existing systems often use multi-stage pipelines or reasoning models specialized for individual stages. However, fixed pipelines rely on predefined stage orders, limiting their adaptivity to query demands and intermediate evidence. Recent orchestration-based...
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