一作ACL 2026Findings· Findings of ACL
LLM - FK : Multi-Agent LLM Reasoning for Foreign Key Detection in Large-Scale Complex Databases
Zijian Tang · Ying Zhang · Sibo Cai · Ruoxuan Wang
摘要
Detecting missing foreign keys (FKs) requires accurately modeling semantic dependencies across database schemas, which conventional heuristic-based methods are fundamentally limited in capturing. We propose LLM-FK, the first fully automated multi-agent framework for FK detection, designed to addr...