FIELD NOTES TOPIC

bias analysis

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  1. Bias Analysis of L2 Speaking Assessment Systems Using Concept Activation Vectors

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    Researchers analyze the fairness and interpretability of two automatic speaking assessment systems using Concept Activation Vectors (CAVs). They find that the recoverability and sensitivity to certain concepts depend…