Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema Normalization

Dong-Jae Koh, Huisu Kim, SeongHwan Yoon +4

Large Language Models (LLMs) are increasingly used to generate structured outputs, but their reliability remains unclear when those outputs must satisfy database-level constraints.…