Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks.
Tianwei ChenNoa GarciaMayu OtaniChenhui ChuYuta NakashimaHajime NagaharaPublished in: CoRR (2022)
Keyphrases
- learning systems
- prior knowledge
- knowledge acquisition
- multiple tasks
- language acquisition
- learning algorithm
- transferring knowledge
- domain knowledge
- active learning
- learning process
- online learning
- reinforcement learning
- knowledge base
- mobile learning
- learning content
- previously learned
- effective learning
- learning tasks
- complex domains
- learning mechanism
- knowledge level
- multi task learning
- real time
- human experts
- learning problems
- domain experts
- supervised learning
- procedural knowledge
- learning mechanisms
- knowledge discovery
- inductive bias
- transfer knowledge
- machine learning