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Adapt: Action-aware driving cap- tion transformer

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2026 1

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AITP: Traffic Accident Responsibility Allocation via Multimodal Large Language Models

cs.CL · 2026-04-11 · unverdicted · novelty 6.0

AITP is a new multimodal large language model that uses multimodal chain-of-thought and retrieval-augmented generation of legal knowledge to achieve state-of-the-art results on traffic accident responsibility allocation and related tasks, supported by the DecaTARA benchmark of 67,941 videos.

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  • AITP: Traffic Accident Responsibility Allocation via Multimodal Large Language Models cs.CL · 2026-04-11 · unverdicted · none · ref 12

    AITP is a new multimodal large language model that uses multimodal chain-of-thought and retrieval-augmented generation of legal knowledge to achieve state-of-the-art results on traffic accident responsibility allocation and related tasks, supported by the DecaTARA benchmark of 67,941 videos.