Masking weights that react to gender in a fine-tuned BERT reduces gender gaps in dementia predictions while keeping most of the detection accuracy.
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Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking
Masking weights that react to gender in a fine-tuned BERT reduces gender gaps in dementia predictions while keeping most of the detection accuracy.