Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives

Wei Wang, Liangzhu Ge, Jingqiao Zhang +1

Following SimCSE, contrastive learning based methods have achieved the state-of-the-art (SOTA) performance in learning sentence embeddings. However, the unsupervised contrastive le…