DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction.
Entony LekhtmanYftah ZiserRoi ReichartPublished in: EMNLP (1) (2021)
Keyphrases
- domain adaptation
- covariate shift
- cross domain
- multiple sources
- semi supervised learning
- semi supervised
- labeled data
- target domain
- training process
- domain specific
- training examples
- test data
- transfer learning
- data sets
- training set
- unlabeled data
- model selection
- document classification
- knowledge management
- supervised learning
- training data
- co training
- sentiment classification
- feature selection
- source domain
- training and test data
- machine learning