A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks.
Tushar SemwalPromod YenigallaGaurav MathurShivashankar B. NairPublished in: SDM (2018)
Keyphrases
- transfer learning
- text classification
- convolutional neural networks
- labeled data
- learning tasks
- text categorization
- knowledge transfer
- convolutional network
- machine learning
- naive bayes
- text mining
- cross domain
- feature selection
- cross domain text classification
- sentiment analysis
- semi supervised learning
- domain adaptation
- data mining
- multi task
- document classification
- unlabeled data
- multi task learning
- sentiment classification
- text classifiers
- manifold alignment
- learning algorithm
- transferring knowledge
- reinforcement learning
- knn
- data sets
- real world
- target domain
- unsupervised learning
- artificial intelligence
- previously learned
- neural network
- cross domain learning
- databases
- k nearest neighbor