Unsupervised Pretraining for Text Classification using Siamese Transfer Learning.
Maximilian BryanJ. Nathanael PhilippPublished in: CLEF (Working Notes) (2019)
Keyphrases
- transfer learning
- text classification
- labeled data
- unsupervised learning
- manifold alignment
- text categorization
- learning tasks
- knowledge transfer
- machine learning
- text mining
- semi supervised
- feature selection
- unlabeled data
- cross domain
- naive bayes
- document classification
- sentiment classification
- multi task learning
- transfer knowledge
- domain adaptation
- cross domain text classification
- multi task
- semi supervised learning
- sentiment analysis
- multi label
- target domain
- supervised learning
- text classifiers
- transferring knowledge
- neural network
- co training
- domain specific
- natural language processing
- knowledge discovery
- probabilistic model
- object recognition