Is ChatGPT the ultimate Data Augmentation Algorithm?
Frédéric PiedboeufPhilippe LanglaisPublished in: EMNLP (Findings) (2023)
Keyphrases
- input data
- data sets
- data processing
- high accuracy
- cost function
- optimization algorithm
- detection algorithm
- noisy data
- data reduction
- recognition algorithm
- neural network
- synthetic datasets
- k means
- times faster
- synthetic data
- data quality
- probabilistic model
- tree structure
- database
- learning algorithm
- dynamic programming
- incomplete data
- spatial data
- high dimensional data
- data distribution
- raw data
- original data
- prior information
- simulated annealing
- image data
- knowledge discovery
- data structure
- data points
- computational complexity
- significant improvement
- data analysis
- preprocessing
- prior knowledge
- dimensional data
- data mining
- high quality
- search algorithm
- training set
- search space
- data collection
- matching algorithm
- computational cost
- missing data
- worst case
- particle swarm optimization
- segmentation algorithm