Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning.
Utku EvciVincent DumoulinHugo LarochelleMichael C. MozerPublished in: CoRR (2022)
Keyphrases
- transfer learning
- intermediate representations
- knowledge transfer
- learning tasks
- intermediate representation
- structured learning
- reinforcement learning
- machine learning
- high level
- active learning
- labeled data
- text categorization
- transfer knowledge
- semi supervised learning
- text classification
- machine learning algorithms
- cross domain
- multi task learning
- multi task
- target domain
- structure learning
- learning algorithm
- learning models
- collaborative filtering
- supervised learning
- general purpose
- text mining
- semi supervised
- feature extraction