Qun Luo

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.