Focused Contrastive Loss for Classification With Pre-Trained Language Models

Keyphrases

• Contrastive Loss 100%
• Supervised Contrastive Learning 100%
• Pre-trained Language Model 100%
• Natural Language Processing 28%
• Contrastive Learning 28%
• Data Representation 28%
• Text Classification 14%
• Named Entity Recognition 14%
• Relation Extraction 14%
• Entity Relation 14%
• Benchmark Dataset 14%
• Classification Model 14%
• Vanilla 14%
• Class Distribution 14%
• Classifier Learning 14%
• Class Label 14%
• Few-shot Scenario 14%
• Decision Boundary 14%
• Processing Task 14%

Computer Science

• Contrastive Learning 100%
• Contrastive Loss 100%
• Pre-Trained Language Models 100%
• Natural Language Processing 22%
• Data Instance 22%
• Data Representation 22%
• Text Classification 11%
• Experimental Result 11%
• Named Entity Recognition 11%
• Classification Models 11%
• Processing Task 11%
• Decision Boundary 11%
• Class Distribution 11%