An Empirical Survey of Data Augmentation for Limited Data Learning in NLP.
Jiaao ChenDerek TamColin RaffelMohit BansalDiyi YangPublished in: CoRR (2021)
Keyphrases
- data sets
- data collection
- database
- synthetic data
- training data
- data analysis
- image data
- original data
- missing data
- spatial data
- knowledge discovery
- prior knowledge
- noisy data
- high quality
- raw data
- learning process
- small number
- experimental data
- data processing
- sensor data
- complex data
- learned models
- high dimensional data
- statistical analysis
- input data
- probability distribution
- data sources
- data structure
- database systems
- information retrieval