Xizi Wei

Analysing Bias in Spoken Language Assessment Using Concept Activation Vectors

A significant concern with deep learning based approaches is that they are difficult to interpret, which means detecting bias in network predictions can be challenging. Concept Activation Vectors (CAVs) have been proposed to address this problem. These use representations - perturbations of activati…