How can we effectively regularize BERT. Although BERT proves its effectiveness in various NLP tasks. it often overfits when there are only a small number of training instances. A promising direction to regularize BERT is based on pruning its attention heads with a proxy score for head importance. https://chefesquipmenters.shop/product-category/pre-rinse-faucets/
AUBER: Automated BERT regularization.
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