Context-based Virtual Adversarial Training for Text Classification with Noisy Labels

Do-Myoung Lee, Yeachan Kim, Chang-gyun Seo

Deep neural networks (DNNs) have a high capacity to completely memorize noisy labels given sufficient training time, and its memorization, unfortunately, leads to performance degra…