A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification.
Zhuohao ChenSingla KaranDavid C. AtkinsZac E. ImelShrikanth NarayananPublished in: CoRR (2020)
Keyphrases
- domain adaptation
- text classification
- labeled data
- sentiment classification
- multi label
- document classification
- unlabeled data
- co training
- transfer learning
- text categorization
- class labels
- target domain
- bag of words
- semi supervised learning
- cross domain
- sentiment analysis
- multiple sources
- semi supervised
- feature selection
- text mining
- naive bayes
- text documents
- text data
- machine learning
- training data
- learning tasks
- k nearest neighbor
- general purpose
- knn
- label information
- error rate
- cross lingual
- language modeling
- test data
- databases
- unsupervised learning
- data model
- information retrieval
- data mining