William Shand

Conditional Supervised Contrastive Learning for Fair Text Classification

Contrastive representation learning has gained much attention due to its superior performance in learning representations from both image and sequential data. However, the learned representations could potentially lead to performance disparities in downstream tasks, such as increased silencing of un…