Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases

Keyphrases

• Two-stage Approach 100%
• Debiasing 100%
• Contrastive Learning 100%
• Social Bias 100%
• Prompt Tuning 100%
• Pre-trained Language Model 80%
• Demographic Groups 40%
• Counterfactual Data Augmentation 40%
• Training Process 20%
• Data Augmentation 20%
• Modeling Capability 20%
• Adversarial Training 20%
• Language Modeling 20%
• Text Resources 20%
• Debiasing Techniques 20%
• Training Corpus 20%
• Prompt Augmentation 20%

Computer Science

• Contrastive Learning 100%
• Pre-Trained Language Models 100%
• Data Augmentation 75%
• Demographic Group 50%
• Adversarial Machine Learning 25%
• Experimental Result 25%
• Training Process 25%
• Language Modeling 25%