1. Self-Guided Contrastive Learning for BERT Sentence Representations
论文:https://arxiv.org/pdf/2106.07345.pdf
2. ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
论文:https://arxiv.org/pdf/2105.11741.pdf
代码:https://github.com/yym6472/ConSERT
3. TOWARDS ROBUST AND EFFICIENT CONTRASTIVE TEXTUAL REPRESENTATION LEARNING
论文:https://openreview.net/pdf?id=mDAZVlBeXWx
4. CLEAR: Contrastive Learning for Sentence Representation
论文:https://arxiv.org/pdf/2012.15466.pdf
5. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
论文:https://arxiv.org/pdf/2006.03659.pdf
代码:https://github.com/JohnGiorgi/DeCLUTR
6. CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
论文:https://arxiv.org/pdf/2010.08670.pdf
7. Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
论文:https://arxiv.org/pdf/2005.10242.pdf
代码:https://github.com/SsnL/align_uniform
https://github.com/SsnL/moco_align_uniform