Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora.
Andrius MudinasDell ZhangMark LevenePublished in: Trans. Assoc. Comput. Linguistics (2018)
Keyphrases
- svm classifier
- domain specific
- training set
- support vector
- general purpose
- sentiment analysis
- linear classifiers
- specific domains
- cross validation
- unlabeled data
- natural language processing
- training data
- domain independent
- semi supervised learning
- unsupervised learning
- labeled data
- opinion mining
- supervised learning
- binary classifiers
- decision trees
- positive and negative
- class labels
- training examples
- training samples
- test set
- machine learning algorithms
- text mining
- active learning
- prior knowledge
- sentence level
- search engine
- bootstrap sampling