Uncertainty Sentence Sampling by Virtual Adversarial Perturbation

Hanshan Zhang, Zhen Zhang, Hongfei Jiang +1

Active learning for sentence understanding attempts to reduce the annotation cost by identifying the most informative examples. Common methods for active learning use either uncert…