Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Position Paper.
Lovre TorbarinaTin FerkovicLukasz RoguskiVelimir MihelcicBruno SarlijaZeljko KraljevicPublished in: Nat. Lang. Process. J. (2024)
Keyphrases
- multi task learning
- multi task
- gaussian processes
- multiple tasks
- learning tasks
- multitask learning
- natural language processing
- high order
- learning problems
- maximum likelihood
- learning models
- natural language
- transfer learning
- learning algorithm
- theoretical analysis
- text mining
- information extraction
- multi label image annotation
- machine learning
- higher order