Is a prompt and a few samples all you need? Using GPT-4 for data augmentation in low-resource classification tasks.
Anders Giovanni MøllerJacob Aarup DalsgaardArianna PeraLuca Maria AielloPublished in: CoRR (2023)
Keyphrases
- data sets
- data analysis
- high quality
- data processing
- raw data
- data collection
- database
- image data
- data structure
- training samples
- complex data
- data quality
- data mining techniques
- computer systems
- high dimensional
- experimental data
- resource allocation
- statistical analysis
- data samples
- neural network
- test data
- sensor data
- high dimensional data
- training data
- small number
- data points
- prior knowledge
- xml documents