Does Faithfulness Conflict with Plausibility? An Empirical Study in Explainable AI across NLP Tasks

Xiaolei Lu, Jianghong Ma

Explainability algorithms aimed at interpreting decision-making AI systems usually consider balancing two critical dimensions: 1) \textit{faithfulness}, where explanations accurate…