Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization.
Junxin LiuFangzhao WuChuhan WuYongfeng HuangXing XiePublished in: WWW (2019)
Keyphrases
- unlabeled data
- chinese word segmentation
- multi view learning
- labeled data
- semi supervised learning
- semi supervised
- pos tagging
- domain adaptation
- co training
- active learning
- word segmentation
- supervised learning
- training set
- training data
- natural language understanding
- text classification
- natural language
- labeled and unlabeled data
- text categorization
- learning algorithm
- gaussian process
- data points
- prior knowledge
- domain specific
- training examples
- class labels
- part of speech
- transfer learning
- probabilistic model
- multi view
- decision trees
- data sets
- target domain
- unsupervised learning
- image classification
- artificial intelligence