Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering.
Zhiyong WuYaoxiang WangJiacheng YeLingpeng KongPublished in: ACL (1) (2023)
Keyphrases
- contextual information
- learning algorithm
- context dependent
- prior knowledge
- global knowledge
- global context
- spatial context
- context sensitive
- context aware
- information sources
- knowledge acquisition
- online learning
- information processing
- learning systems
- structural information
- user model
- global information
- image compression
- background knowledge
- raw data
- end users
- learning analytics
- learning process
- decision trees
- knowledge base
- feature selection