A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks.
Tushar SemwalGaurav MathurPromod YenigallaShivashankar B. NairPublished in: CoRR (2018)
Keyphrases
- sentiment analysis
- text classification
- transfer learning
- convolutional neural networks
- labeled data
- text categorization
- learning tasks
- machine learning
- sentiment classification
- text mining
- naive bayes
- cross domain
- convolutional network
- document classification
- feature selection
- unlabeled data
- knowledge transfer
- cross domain text classification
- text classifiers
- knn
- real world
- data mining
- domain adaptation
- co training
- semi supervised learning
- multi task
- transfer knowledge
- manifold alignment
- artificial intelligence
- unsupervised learning
- labeled and unlabeled data
- multi label
- collaborative filtering
- multiple sources
- training and test data
- transferring knowledge