A two-stage pipeline using word sense disambiguation and regard classification can audit and rebalance social bias in pretraining corpora like Common Crawl.
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Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification
A two-stage pipeline using word sense disambiguation and regard classification can audit and rebalance social bias in pretraining corpora like Common Crawl.