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cs.CL2026
G-SHARE: A Guideline-Based Structured Reasoning Framework for Human-Factor Event Diagnosis
Xingyu Xiao, Mao Du, Jiejuan Tong +2
Human-factor event diagnosis is essential for learning from operational events in nuclear power plants, yet its quality depends strongly on expert interpretation of narrative repor…
cs.CL2024★ 3 cited
KRAIL: A Knowledge-Driven Framework for Base Human Reliability Analysis Integrating IDHEAS and Large Language Models
Xingyu Xiao, Peng Chen, Ben Qi +4
Human reliability analysis (HRA) is crucial for evaluating and improving the safety of complex systems. Recent efforts have focused on estimating human error probability (HEP), but…