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The University of Macau’s State Key Laboratory of Internet of Things for Smart City has developed a Context-Aware Visual Grounding Model (CAVG) that integrates natural language processing with large language models to enable linguistic interaction with autonomous vehicles. This model addresses the challenge of linking verbal instructions with real-world contexts, allowing for more accurate and intelligent navigation.