Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning.
Zhanming JieWei LuPublished in: ACL (Findings) (2023)
Keyphrases
- training data
- training set
- supervised learning
- decision trees
- test data
- qualitative models
- classification accuracy
- sensitivity analysis
- knowledge base
- data sets
- reasoning systems
- visual features
- learning algorithm
- prior knowledge
- semi supervised learning
- reasoning process
- reasoning tasks
- neural network
- shot boundary detection
- learned from training data
- training instances
- video data
- unlabeled data
- video sequences
- key frames
- numerical methods
- spatial reasoning
- numerical data
- detection algorithm
- input data
- legal reasoning
- knowledge representation
- video indexing
- reasoning mechanisms
- feature selection