Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches.
Sidney Evaldo LealJoão Marcos Munguba VieiraErica dos Santos RodriguesElisângela Nogueira TeixeiraSandra M. AluísioPublished in: COLING (2020)
Keyphrases
- multi task
- transfer learning
- multi task learning
- learning tasks
- eye tracking data
- machine learning algorithms
- multiple tasks
- multitask learning
- machine learning
- transfer knowledge
- active learning
- knowledge transfer
- learning problems
- brazilian portuguese
- cross domain
- reinforcement learning
- labeled data
- eye tracking
- collaborative filtering
- multi class
- feature selection
- text classification
- gaussian processes
- learning algorithm
- text categorization
- visual analysis
- structure learning
- semi supervised learning
- input image
- nearest neighbor
- natural language processing
- information gain
- maximum likelihood