Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning.
Tommaso FornaciariAlexandra UmaSilviu PaunBarbara PlankDirk HovyMassimo PoesioPublished in: NAACL-HLT (2021)
Keyphrases
- multi task learning
- multi task
- multiple tasks
- learning tasks
- gaussian processes
- multitask learning
- active learning
- high order
- multi label image annotation
- learning problems
- multi label
- theoretical analysis
- max margin
- dirichlet process
- learning algorithm
- transfer learning
- inductive learning
- class labels
- supervised learning
- learning models
- multi label classification