Sentiment analysis using semi-supervised learning with few labeled data.
Yuhao PanZhiqun ChenYoshimi SuzukiFumiyo FukumotoHiromitsu NishizakiPublished in: CW (2020)
Keyphrases
- sentiment analysis
- semi supervised learning
- labeled data
- text classification
- unlabeled data
- semi supervised
- opinion mining
- sentiment classification
- transfer learning
- domain adaptation
- text categorization
- semi supervised classification
- active learning
- machine learning
- labeled examples
- label propagation
- sentence level
- labeled training data
- semi supervised learning methods
- feature selection
- co training
- training data
- abundant unlabeled data
- supervised learning
- class labels
- text mining
- data points
- labeled and unlabeled data
- knn
- user generated
- supervised classifiers
- natural language processing
- unlabeled examples
- learning algorithm
- target domain
- semi supervised learning algorithms
- unsupervised learning
- supervised methods
- label information
- dimensionality reduction
- labeled instances
- multi label