一作ACL 2026Findings· Findings of ACL
Memo- SQL : Structured Decomposition and Experience-Driven Self-Correction for Training-Free NL 2 SQL
Yang Zerui · Weichuan Wang · Yanwei XU · Linqi Song · Yudai Matsuda · Wei Han · Bo Bai
摘要
Existing NL2SQL systems face two critical limitations : (1) they rely on in-context learning with only correct examples, overlooking the rich signal in historical error–fix pairs that could guide more robust self-correction; and (2) test-time scaling (TTS) approaches often decompose questions arb...