Unsupervised Document Embedding via Contrastive Augmentation

Dongsheng Luo, Wei Cheng, Jingchao Ni +8

We present a contrasting learning approach with data augmentation techniques to learn document representations in an unsupervised manner. Inspired by recent contrastive self-superv…