Broadening Access to Transportation Safety Data with Generative AI: A Schema-Grounded Framework for Spatial Natural Language Queries

This paper introduces a schema-grounded natural language interface using Generative AI to make transportation safety data more accessible. It aims to bridge the gap for practitioners by translating user queries into structured semantic frames for reliable analysis.