Jie Wang

A Review of AIGC Text Detection in Academic Papers

The review shows that current detection approaches face several challenges, including a shortage of suitable datasets, ambiguous labels for human–AI collaborative text, insufficient coverage of generative models, limited generalization, and inadequate interpretability.