Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data.
Tian LiXiang ChenZhen DongWeijiang YuYijun YanKurt KeutzerShanghang ZhangPublished in: CoRR (2022)
Keyphrases
- text classification
- unlabeled data
- labeled data
- structured knowledge
- semi supervised learning
- co training
- domain adaptation
- labeled training data
- transfer learning
- text categorization
- labeled and unlabeled data
- semi supervised
- labeled examples
- text mining
- target domain
- naive bayes
- unlabeled documents
- semi structured
- semi supervised classification
- machine learning
- class labels
- feature selection
- knowledge representation and reasoning
- training data
- positive examples
- domain specific
- knn
- cross domain
- training examples
- knowledge base
- training set
- document classification
- learning tasks
- unsupervised learning
- learning algorithm
- supervised learning algorithms
- database
- data points
- sentiment classification
- knowledge representation
- conceptual graphs
- text classifiers
- domain ontology
- information retrieval