Abstract: Knowledge graphs (KGs) can provide structured knowledge to assist large language models (LLMs) in interpretable reasoning. Knowledge graph question answering (KGQA) is a typical benchmark to ...

Abstract: Text-to-SQL plays a critical role in enabling natural language access to power grid dispatching data, where multi-domain schemas, hierarchical equipment topology, and long-tail entities ...