Detecting Early Signs of Depression in the Conversational Domain: The Role of Transfer Learning in Low-Resource Scenarios.
Petr LorencAna Sabina UbanPaolo RossoJan SedivýPublished in: NLDB (2022)
Keyphrases
- transfer learning
- cross domain
- learning tasks
- knowledge transfer
- domain adaptation
- target domain
- transfer knowledge
- labeled data
- reinforcement learning
- active learning
- machine learning
- collaborative filtering
- semi supervised learning
- multi task learning
- structure learning
- text classification
- text categorization
- learning algorithm
- manifold alignment
- source domain
- real world
- multi task
- machine learning algorithms
- neural network
- supervised learning
- decision trees
- text mining
- nearest neighbor
- cross domain learning