【NLP论文】对比学习相关论文

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

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