[HUGGINGFACE]score: 0.33
Schema-Grounded LLM Interface Enables Natural Language Queries on Crash Safety Data
May 19, 2026
A schema-grounded NL interface uses an LLM to translate transportation safety queries into structured GIS operations, making crash and roadway data accessible to non-technical stakeholders.
paper
HOW THIS AFFECTS YOU
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builderYou can adapt the schema-grounding pattern to build reliable NL-to-query interfaces for structured public datasets where reproducibility and governance matter.
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policyWorth watching because it addresses reliability and governance concerns for LLM use in public-sector safety analysis workflows.