Depression Classification From Tweets Using Small Deep Transfer Learning Language Models.
Muhammad RizwanMuhammad Faheem MushtaqUrooj AkramArif MehmoodImran AshrafBenjamín SahelicesPublished in: IEEE Access (2022)
Keyphrases
- language model
- transfer learning
- text classification
- language modeling
- n gram
- machine learning
- machine learning algorithms
- cross domain learning
- pattern recognition
- labeled data
- probabilistic model
- knowledge transfer
- information retrieval
- cross domain
- active learning
- retrieval model
- supervised learning
- statistical language models
- semi supervised learning
- reinforcement learning
- text mining
- unsupervised learning
- feature vectors
- text categorization
- decision trees
- classification accuracy
- query expansion
- transfer knowledge
- training set
- smoothing methods
- feature extraction
- cross lingual
- learning algorithm
- nearest neighbor
- structure learning
- document classification
- similarity measure
- context sensitive
- support vector
- training samples
- model selection
- collaborative filtering