FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders.
Pengyu ChengWeituo HaoSiyang YuanShijing SiLawrence CarinPublished in: CoRR (2021)
Keyphrases
- detection method
- high precision
- neural network
- classification method
- segmentation method
- synthetic data
- high accuracy
- text mining
- significant improvement
- prior knowledge
- dynamic programming
- experimental evaluation
- pairwise
- preprocessing
- computationally efficient
- cost function
- model selection
- support vector machine svm
- computational complexity
- similarity measure
- feature selection
- genetic algorithm
- database