most citedData Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges

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cs.LG2024

Learning Label Hierarchy with Supervised Contrastive Learning

Ruixue Lian, William A. Sethares, Junjie Hu

Supervised contrastive learning (SCL) frameworks treat each class as independent and thus consider all classes to be equally important. This neglects the common scenario in which l…