A unified LLM-KG framework for low‑annotation urban rail transit signal system operation: knowledge acquisition and dynamic update
2026construction automationnovelframework
Wei Cai, Runtong Zhang, Xiaomin Zhu, Zeyu Sun, Guanhua Fu, Aihui Ye
Advanced Engineering Informatics
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