Automated Emotional Valence Prediction in Mental Health Text via Deep Transfer Learning.
Benjamin ShickelMartin HeesackerSherry BentonParisa RashidiPublished in: BIBE (2020)
Keyphrases
- transfer learning
- mental health
- learning tasks
- text mining
- knowledge transfer
- reinforcement learning
- active learning
- emotional state
- labeled data
- cross domain
- transfer knowledge
- machine learning
- manifold alignment
- text classification
- multi task learning
- domain adaptation
- text categorization
- semi supervised learning
- information retrieval
- multi task
- learning algorithm
- transferring knowledge
- collaborative filtering
- prediction model
- information extraction
- machine learning algorithms
- data sets
- context sensitive
- unlabeled data
- knn
- neural network