PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning.
Xiaoqi QiuYongjie WangXu GuoZhiwei ZengYu YueYuhong FengChunyan MiaoPublished in: ACL (1) (2024)
Keyphrases
- prior knowledge
- learning models
- data processing
- experimental data
- simulation data
- data sets
- computational model
- data collection
- learned models
- learning algorithm
- network structure
- data points
- hidden variables
- learning phase
- data analysis
- high level
- input data
- human experts
- image data
- probability distribution
- empirical data
- predictive model
- learning process
- expert knowledge
- bayesian methods
- background knowledge
- accurate models
- knowledge discovery
- neural network
- similarity measure
- probabilistic model
- high dimensional data
- supervised learning
- data mining techniques
- online learning
- support vector machine
- unlabeled data
- learning environment
- objective function
- reinforcement learning
- training examples
- decision trees
- sensory data
- missing data