Unsupervised hard Negative Augmentation for contrastive learning

Yuxuan Shu, Vasileios Lampos

We present Unsupervised hard Negative Augmentation (UNA), a method that generates synthetic negative instances based on the term frequency-inverse document frequency (TF-IDF) retri…