Learning The Difference That Makes A Difference With Counterfactually-Augmented Data.
Divyansh KaushikEduard H. HovyZachary Chase LiptonPublished in: ICLR (2020)
Keyphrases
- prior knowledge
- data sets
- database
- synthetic data
- learning algorithm
- data collection
- training data
- high quality
- noisy data
- learning process
- background knowledge
- high correlation
- data quality
- learning tasks
- input data
- supervised learning
- small number
- data sources
- data analysis
- neural network
- data processing
- computer systems
- learning systems
- active learning
- experimental data
- data distribution
- training set
- learning problems
- learning environment
- learning models