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Zi-Ming Xie

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Review Open access Sep 2026

A Review of Safety-Ethical Issues and Governance Approaches for Large Language Models

The large pre-trained models centered on the Transformer architecture have been widely applied in fields such as government affairs, healthcare, and cultural creation, significantly enhancing the efficiency of content production. However, they have also given rise to multiple security and ethical risks: Data leakage ca...

Zi-Ming Xie · 0 citations

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