Zekai Zhi

Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples

Sentence representation learning benefits from data augmentation strategies to improve model performance and generalization, yet existing approaches often encounter issues such as semantic inconsistencies and feature suppression. To address these limitations, we propose a method for generating Synta…