2026
Addressing Semantic Blind Spots in Text-to-SQL via Component Pre-generation and AST Matching Rewards
ICML 2026poster
In recent years, significant advancements in large language models have greatly propelled the development of Text-to-SQL tasks. However, due to the token-by-token sequential generation mechanism employed by these models, they encounter a semantic blind spot problem with respect to pending SQL compon…