Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey.
Lovre TorbarinaTin FerkovicLukasz RoguskiVelimir MihelcicBruno SarlijaZeljko KraljevicPublished in: CoRR (2023)
Keyphrases
- multi task learning
- multi task
- multiple tasks
- learning tasks
- gaussian processes
- multitask learning
- maximum likelihood
- high order
- theoretical analysis
- multi label image annotation
- transfer learning
- natural language processing
- learning problems
- natural language
- learning algorithm
- text mining
- learning models
- inductive learning
- information extraction
- knowledge representation
- em algorithm
- information retrieval
- multi class
- metric learning
- feature space