Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data.
Tian LiXiang ChenZhen DongKurt KeutzerShanghang ZhangPublished in: IJCAI (2022)
Keyphrases
- text classification
- unlabeled data
- labeled data
- structured knowledge
- co training
- semi supervised learning
- domain adaptation
- labeled training data
- labeled and unlabeled data
- transfer learning
- machine learning
- text mining
- feature selection
- text categorization
- semi supervised
- labeled examples
- unlabeled documents
- active learning
- semi structured
- semi supervised classification
- supervised learning
- naive bayes
- target domain
- domain specific
- text classifiers
- training examples
- class labels
- training set
- document classification
- knowledge representation and reasoning
- positive examples
- knowledge base
- domain experts
- training data
- decision trees
- data points
- learning algorithm
- pairwise
- knn
- sentiment classification
- cross domain
- learning tasks
- structured data
- bayesian networks
- supervised learning algorithms
- domain knowledge
- database