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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yingpeng Li

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Review Jul 2026

Investigating How Large Language Models Process Trajectory Data: Formats and Prompting Strategies for Transportation Mode Detection

The effectiveness of large language models in transportation mode detection (TMD) remains underexplored, creating a significant research gap in understanding how these models process trajectory data, and which trajectory formats and prompting strategies best support LLM-based inference in human mobility.

Yingpeng Li, Hongkai Gu, N. Van de Weghe et al. · 0 citations

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