Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection.
Costas MavromatisBalasubramaniam SrinivasanZhengyuan ShenJiani ZhangHuzefa RangwalaChristos FaloutsosGeorge KarypisPublished in: CoRR (2023)
Keyphrases
- learning tasks
- computationally efficient
- reinforcement learning
- learning process
- supervised learning
- incremental learning
- cost effective
- learning systems
- knowledge acquisition
- active learning
- concept learning
- positive examples
- database
- elementary school
- semantic annotation
- context dependent
- virtual learning environments
- context aware
- online learning
- prior knowledge
- support vector
- high quality
- feature selection
- search engine
- genetic algorithm