adversarial training在NLP中的应用

就是总结下自己看的关于adversarial in NLP方面论文（看的太少啦，需要多多努力）
该篇的博文的雏形应该是：adversarial 在NLP都应用了在了那些任务上，介绍下对抗如何解决这些任务？

• 监督学习
  image classification (explaining and harnessing adversarial examples, 2014)
  分词：Adversarial Multi-Criteria Learning for Chinese Word Segmentation

• 半监督学习
  text classification (Adversarial training methods for semi-supervised text classification, 2017)
  　
  -弱监督学习
  relation extraction：通过给原始数据增加扰动，增大神经网络模型的loss，得出类别label
  (adversarial training for relation extraction, 2017)

在NLP方面的adversarial training:
an Interpretable Generative adversarial approach to classification of latent entity relations in unstructured sentence (AAAI2018)
part-of-speech tagging for twitter with adversarial neural networks (EMNLP2017)
adversarial training methods for semi-supervised text classification(ICLR2017)
adversarial training for relation extraction(EMNLP2017)
adversarial multi-criteria learning for Chinese word segmentation(ACL2017)