作者位次 #3/6ACL 2026Poster· Natural Language Processing
QB ridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement
Zhensheng Luo · Sai Wu · Yuan Qiu · Chang Yao · Gang Chen · Xiu Tang
摘要
Natural language to SQL (NL2SQL) provides an intuitive interface for querying structured data, yet real user questions are often noisy, ambiguous, and weakly grounded to database semantics.As a result, token-level schema linking and single-pass SQL decoding can be brittle: small misunderstandings...