CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP.
Yifei LuoMinghui XuDeyi XiongPublished in: ACL (1) (2022)
Keyphrases
- transfer learning
- natural language processing
- text mining
- learning tasks
- knowledge transfer
- machine learning
- reinforcement learning
- labeled data
- active learning
- multi task
- natural language
- cross domain
- structure learning
- machine learning algorithms
- manifold alignment
- domain adaptation
- multi task learning
- collaborative filtering
- target domain
- transfer knowledge
- learning algorithm
- transferring knowledge
- learning problems
- text categorization
- semi supervised learning
- text classification
- information extraction
- supervised learning
- multi class
- multitask learning
- data analysis
- training data