Soft-Label Integration for Robust Toxicity Classification

Keyphrases

• Crowdsourced Annotations 100%
• Soft Labels 100%
• Label Integration 100%
• Toxicity Classification 100%
• Bilevel Optimization 66%
• Training Set 33%
• Labeling Method 33%
• Annotator 33%
• Textual Content 33%
• Spurious Correlation 33%
• Distributionally Robust Optimization 33%
• Potential Shift 33%
• Bad Group 33%
• Empirical Risk Minimization 33%
• Human Perspective 33%
• Label Weight 33%
• Distribution Risk 33%

Computer Science

• Annotation 100%
• Bilevel Optimisation 66%
• Risk Minimization 33%
• Optimization Framework 33%
• Baseline Method 33%
• Textual Content 33%
• Distributionally Robust Optimization 33%
• Experimental Result 33%
• Optimization Algorithm 33%