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BERT Overfitting and the SBERT Solution: A Geometrical Perspective

中文摘要

探讨BERT在小数据集分类时的过拟合问题,并从几何角度提出SBERT作为解决方案。

English Summary

Exploring BERT overfitting on small classification datasets and the geometrical solution provided by SBERT.

原文节选

When fine-tuning a pre-trained language model like BERT on a small, domain-specific classification dataset, you may have routinely… Continue reading on Medium »