Contrastive learning with text augmentation for text classification

Author:

Jia Ouyang,Huang Huimin,Ren Jiaxin,Xie Luodi,Xiao Yinyin

Funder

Science and Technology Plan Project of Wenzhou, China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference48 articles.

1. Kim Y (2015) Convolutional neural networks for sentence classification. arXiv:1408.5882

2. Huang Z, Xu W, Yu K (2015) Bidirectional lstm-crf models for sequence tagging. arXiv:1508.01991

3. Devlin J, Chang M-W, Lee K, Toutanova K (2018) Bert: pre-training of deep bidirectional transformers for language understanding. arXiv:1810.04805

4. van den Oord A, Li Y, Vinyals O (2018) Representation learning with contrastive predictive coding. CoRR arXiv:1807.03748

5. Chen T, Kornblith S, Norouzi M, Hinton G (2020) A simple framework for contrastive learning of visual representations. arXiv:2002.05709

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