A maritime LLM agent that converts controller queries into SQL improves risk-vessel identification on the authors' new VTS-SQL benchmark, and all models tested score worse on terse command-style queries.
Popeye: A unified visual-language model for multi- source ship detection from remote sensing imagery,
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VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language
A maritime LLM agent that converts controller queries into SQL improves risk-vessel identification on the authors' new VTS-SQL benchmark, and all models tested score worse on terse command-style queries.