Domain Adaptation with BERT-based Domain Classification and Data Selection.
Xiaofei MaPeng XuZhiguo WangRamesh NallapatiBing XiangPublished in: DeepLo@EMNLP-IJCNLP (2019)
Keyphrases
- domain adaptation
- data sets
- cross domain
- labeled data
- data analysis
- test data
- database
- target domain
- multiple sources
- text categorization
- knowledge discovery
- sufficient training data
- unlabeled data
- data sources
- prior knowledge
- training data
- feature extraction
- feature selection
- text classification
- model selection
- unsupervised learning
- knn
- data points
- training samples
- classification algorithm
- training set
- support vector