Differentiable Data Augmentation for Contrastive Sentence Representation Learning.
Tianduo WangWei LuPublished in: EMNLP (2022)
Keyphrases
- raw data
- data sets
- synthetic data
- statistical analysis
- prior knowledge
- data collection
- reinforcement learning
- data analysis
- data processing
- input data
- original data
- learning systems
- database
- end users
- data points
- bayesian methods
- online learning
- data sources
- learning algorithm
- active learning
- high dimensional data
- learning process
- data quality
- databases
- human experts
- data distribution
- social networks
- training data
- knowledge acquisition
- text classification
- image data
- knowledge discovery