Take full advantage of unlabeled data for sentiment classification.
Lei LaShuyan CaoLiangjuan QinPublished in: Kybernetes (2018)
Keyphrases
- sentiment classification
- unlabeled data
- text classification
- labeled data
- domain adaptation
- semi supervised learning
- sentiment analysis
- semi supervised
- co training
- text categorization
- labeled and unlabeled data
- cross domain
- transductive learning
- labeled training data
- supervised learning
- labeled examples
- training data
- text mining
- class labels
- semi supervised classification
- active learning
- naive bayes
- learning algorithm
- transfer learning
- machine learning
- text documents
- training set
- training and test data
- text classifiers
- feature selection
- data sets
- prior knowledge
- data points
- cross lingual
- multi label
- knowledge representation
- unsupervised learning
- knn
- learning tasks
- artificial intelligence
- training examples
- information retrieval
- label propagation
- k nearest neighbor