A Hierarchical Bayesian Model for Selecting Relevant Schema Subgraphs,with an Application to Grounding Large Language Models

Grounding a large language model on a relational database requires selecting the tables and joins relevant to a query. Existing schema-linking methods usually score tables or columns independently, although the target object is typically a connected subgraph of the foreign-key graph. We propose a hi