Palomino-Ochoa at TASS 2020: Transformer-based Data Augmentation for Overcoming Few-Shot Learning.
Daniel PalominoJosé Ochoa LunaPublished in: IberLEF@SEPLN (2020)
Keyphrases
- raw data
- data processing
- learning algorithm
- data sets
- data analysis
- prior knowledge
- data sources
- learning systems
- synthetic data
- training data
- data quality
- learning process
- learned models
- probability distribution
- image data
- statistical analysis
- bayesian methods
- databases
- small number
- data points
- multimedia
- online learning
- input data
- detection algorithm
- knowledge discovery
- data distribution
- active learning
- high quality
- decision trees