Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning.
Xisen JinBill Yuchen LinMohammad RostamiXiang RenPublished in: EMNLP (Findings) (2021)
Keyphrases
- knowledge acquisition
- learning systems
- acquire knowledge
- learning scenarios
- domain knowledge
- prior knowledge
- learning process
- active learning
- complex domains
- learning algorithm
- video sequences
- reinforcement learning
- online learning
- previously learned
- iterative learning
- background knowledge
- lifelong learning
- effective learning
- imitation learning
- knowledge level
- solving problems
- knowledge transfer
- learning tasks
- expert systems
- technology enhanced learning
- supervised learning
- procedural knowledge
- learned knowledge
- knowledge base
- e learning
- machine learning
- active participation
- neural network