An Empirical Survey of Data Augmentation for Limited Data Learning in NLP.
Jiaao ChenDerek TamColin RaffelMohit BansalDiyi YangPublished in: Trans. Assoc. Comput. Linguistics (2023)
Keyphrases
- data sources
- prior knowledge
- data analysis
- data sets
- data distribution
- experimental data
- learning algorithm
- data structure
- image data
- background knowledge
- sensor data
- data points
- small number
- supervised learning
- text mining
- input data
- data collection
- original data
- human experts
- noisy data
- complex data
- database
- statistical methods
- data quality
- missing data
- synthetic data
- high dimensional data
- data processing
- high quality
- information retrieval