A small subset of neurons memorizes minority-group examples during training, and a pruning-based contrastive fine-tuning framework that targets them improves worst-group accuracy.
Demographic dialectal variation in social media: A case study of african-american english
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Uncovering Memorization Effect in the Presence of Spurious Correlations
A small subset of neurons memorizes minority-group examples during training, and a pruning-based contrastive fine-tuning framework that targets them improves worst-group accuracy.