Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning.
Xiang ChenLei LiNingyu ZhangXiaozhuan LiangShumin DengChuanqi TanFei HuangLuo SiHuajun ChenPublished in: NeurIPS (2022)
Keyphrases
- learning systems
- knowledge acquisition
- knowledge transfer
- domain knowledge
- information retrieval systems
- learning algorithm
- effective learning
- unsupervised learning
- learning process
- prior knowledge
- knowledge management
- background knowledge
- facilitate learning
- input output
- learning tasks
- learning mechanism
- subject matter
- learned knowledge
- neural network
- domain experts
- online learning
- knowledge base
- data mining
- document retrieval
- knowledge representation
- learning analytics
- multimedia databases
- active learning
- image retrieval
- reinforcement learning
- procedural knowledge
- machine learning
- acquire knowledge