tongnie/awesome-llm4tr
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
This resource provides a curated collection of papers, datasets, and tools that explore how large language models (LLMs) are being used to enhance transportation systems. It helps transportation researchers and practitioners understand how LLMs can process various types of data—from traffic sensor readings to textual reports—to generate actionable insights and improve decision-making. The target audience includes transportation engineers, urban planners, traffic managers, and academic researchers in the transportation domain.
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Use this if you are a transportation professional or researcher looking to understand and apply cutting-edge AI, specifically large language models, to solve complex challenges in traffic management, autonomous driving, or urban planning.
Not ideal if you are looking for a plug-and-play software tool for immediate deployment rather than research insights, frameworks, and a directory of relevant papers and resources.
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Jul 15, 2025
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