Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning.
Kazuma HashimotoKarthik RamanMichael BenderskyPublished in: CoRR (2023)
Keyphrases
- incremental learning
- learning algorithm
- learning systems
- supervised learning
- learning process
- knowledge acquisition
- online learning
- learning phase
- mobile learning
- context aware
- machine learning
- multimedia
- image analysis
- visual features
- learning tasks
- decision trees
- reinforcement learning
- video sequences
- feature space
- unsupervised learning
- statistical analysis
- data sets
- image sequences
- utility function
- low level
- learning problems
- learning scenarios
- active learning
- image search
- prior knowledge