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%
• Prompt Tuning 100%
• Social Bias 100%
• Pre-trained Language Model 66%
• Demographic Groups 33%
• Counterfactual Data Augmentation 33%
• Training Process 16%
• Data Augmentation 16%
• Modeling Capability 16%
• Adversarial Training 16%
• Language Modeling 16%
• Text Resources 16%
• Debiasing Techniques 16%
• Prompt Augmentation 16%

Computer Science

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