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Safety-Aware Evaluation of LLM-Generated Driver Intervention Messages through Multi-Task Risk Fusion

Existing driver intervention systems rely on auditory alerts and fixed templates, failing to leverage multi-task recognition outputs. General-purpose metrics such as BLEU and BERTScore cannot capture intervention-specific quality dimensions including risk-urg...

Topic: Open Source LLMs Source: arXiv · arxiv.org Published 2026-06-21 22:50 UTC Fetched 2026-06-24 05:18 UTC

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Score 60 Source Type arxiv Reposts 0 Topic Quality 46

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