CDGAN-BERT: Adversarial constraint and diversity discriminator for semi-supervised text classification

Author:

Zhou NaiORCID,Yao NianminORCID,Hu Nannan,Zhao Jian,Zhang Yanan

Funder

National Key Research and Development Program of China

Dalian Science and Technology Innovation Fund

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference41 articles.

1. Virtual adversarial training: a regularization method for supervised and semi-supervised learning;Miyato;IEEE Trans. Pattern Anal. Mach. Intell.,2018

2. Fixmatch: Simplifying semi-supervised learning with consistency and confidence;Sohn;Adv. Neural Inf. Process. Syst.,2020

3. Mixmatch: A holistic approach to semi-supervised learning;Berthelot;Adv. Neural Inf. Process. Syst.,2019

4. T. Miyato, A.M. Dai, I. Goodfellow, Adversarial Training Methods for Semi-Supervised Text Classification, in: International Conference on Learning Representations, 2017.

5. S. Gururangan, T. Dang, D. Card, N.A. Smith, Variational Pretraining for Semi-supervised Text Classification, in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, pp. 5880–5894.

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