LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation.
Dong-Ho LeeRahul KhannaBill Yuchen LinSeyeon LeeQinyuan YeElizabeth BoscheeLeonardo NevesXiang RenPublished in: ACL (demo) (2020)
Keyphrases
- active learning
- main contribution
- learning process
- learning mechanism
- learning algorithm
- learning frameworks
- explanation based learning
- online learning
- design principles
- machine learning
- inductive inference
- learning scheme
- prior knowledge
- learning problems
- learning systems
- reinforcement learning
- unsupervised learning
- learning tasks
- semantic annotation
- inductive learning
- daily life
- lightweight
- training data
- metadata
- max margin
- distributed learning