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Author

Jin-Fei Liu

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Conference Sep 2026

LLM-based automatic identification and early warning of construction safety risks

This work proposes a hybrid framework that integrates prompt-guided attention with lightweight supervised fine-tuning to extract structured risk triples from heterogeneous construction texts and contributes to safer engineering practices through advanced NLP techniques.

Jin-Fei Liu, Qun Luo, Dou-Dou Li et al. · 0 citations

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