Towards Structurally Explainable Machine-Generated Text Detection: A Graph-Perspective Framework

Xu Zheng, Zhuomin Chen, Esteban Schafir +7

Despite the success of machine-generated text detectors, the black-box nature remains a critical limitation. Traditional explainability methods rely on token-level saliency, insuff…