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: CoRR (2022)
Keyphrases
- transfer learning
- cross domain
- knowledge transfer
- learning tasks
- machine learning
- domain adaptation
- transfer knowledge
- labeled data
- structure learning
- reinforcement learning
- target domain
- multi task learning
- manifold alignment
- machine learning algorithms
- multi task
- text categorization
- semi supervised learning
- source domain
- collaborative filtering
- learning algorithm
- text classification
- transferring knowledge
- information retrieval
- text mining
- unlabeled data
- domain specific
- nearest neighbor
- active learning
- algorithmic information theory