Learning multiple non-mutually-exclusive tasks for improved classification of inherently ordered labels.
Vadim RatnerYoel ShoshanTal KachmanPublished in: CoRR (2018)
Keyphrases
- multiple tasks
- unsupervised learning
- supervised learning
- multi task learning
- learning systems
- learning algorithm
- structured output
- learning process
- multi category
- active learning
- classification accuracy
- machine learning
- text classification
- discriminative learning
- combining multiple
- incremental learning
- prior knowledge
- decision trees
- learning phase
- classification rules
- class labels
- support vector machine svm
- classification method
- multi task
- co training
- reinforcement learning
- feature extraction
- semi supervised learning
- pattern recognition
- training set
- multi label learning
- labeled instances
- pairwise
- partially labeled data