TrafficRAG: A Multimodal RAG Framework for Traffic Accident Liability Determination 事件

TrafficRAG: A Multimodal RAG Framework for Traffic Accident Liability Determination arXiv:2606.01737v1 Announce Type: new Abstract: Traffic accident liability analysis is a critical yet challenging task in intelligent transportation and legal assistance. Existing methods often suffer from low efficiency, subjective judgment, and inconsistent analysis results. Meanwhile, large language models are constrained by noisy video inputs and insufficient legal domain knowledge. To address these issues,