Robust Multilingual Part-of-Speech Tagging via Adversarial Training

Michihiro Yasunaga, Jungo Kasai, Dragomir Radev

Adversarial training (AT) is a powerful regularization method for neural networks, aiming to achieve robustness to input perturbations. Yet, the specific effects of the robustness…