Improving Crash Data Quality with Large Language Models: Evidence from Secondary Crash Narratives in Kentucky

Xu Zhang, Mei Chen

This study evaluates advanced natural language processing (NLP) techniques to enhance crash data quality by mining crash narratives, using secondary crash identification in Kentuck…