SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling.
Luoxin ChenWeitong RuanXinyue LiuJianhua LuPublished in: ACL (2020)
Keyphrases
- sequence labeling
- semi supervised
- structured prediction
- named entity recognition
- conditional random fields
- supervised learning
- semi supervised learning
- dependency parsing
- maximum entropy
- unlabeled data
- maximum margin
- training set
- multi view
- efficient learning
- graphical models
- unsupervised learning
- learning algorithm
- active learning
- high dimensional
- pairwise