BERT-based semi-supervised domain adaptation for disastrous classification.
Jing WangKexin WangPublished in: Multim. Syst. (2022)
Keyphrases
- dimensionality reduction
- high dimensional
- domain adaptation
- semi supervised
- label information
- co training
- feature space
- unsupervised learning
- labeled data
- semi supervised learning
- unlabeled data
- supervised learning
- labeled and unlabeled data
- classification accuracy
- document classification
- text classification
- feature vectors
- feature representation
- pairwise
- class labels
- feature selection
- multiple sources
- cross domain
- active learning
- model selection
- multi view
- databases
- support vector
- classification algorithm
- decision trees
- covariate shift
- domain specific
- knowledge management
- support vector machine
- data model
- prior knowledge
- feature extraction
- machine learning