Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning.
Zhanming JieWei LuPublished in: CoRR (2023)
Keyphrases
- training data
- data sets
- training set
- decision trees
- reasoning process
- knowledge representation
- qualitative models
- test set
- shot boundary detection
- labeled data
- support vector machine
- prior knowledge
- video sequences
- model based reasoning
- learning algorithm
- training instances
- reasoning systems
- visual features
- unlabeled data
- sensitivity analysis
- key frames
- video content
- qualitative reasoning
- training process
- video indexing
- reasoning tasks
- video data
- spatial reasoning
- generalization error
- classification models
- training examples
- semi supervised learning
- classification accuracy
- low level
- domain knowledge
- knowledge base
- neural network