Transformer Interpretability Beyond Attention Visualization

Keyphrases

• Transformer 100%
• Transformer Network 100%
• Attention Visualization 100%
• Popular 50%
• Text Processing 50%
• Classification Task 50%
• Classification Problem 50%
• Computer Vision 50%
• Explainability 50%
• Attention Technique 50%
• Text Classification 50%
• Self-attention 50%
• Attention Layer 50%
• Skip Connection 50%
• Attention Map 50%
• Deep Taylor Decomposition 50%
• Decomposition Principle 50%
• Local Relevance 50%
• Vision Transformer 50%

Computer Science

• Interpretability 100%
• Transformer Network 100%
• Classification Task 50%
• Text Processing 50%
• Classification Problem 50%
• Text Classification 50%
• Attention (Machine Learning) 50%
• Computer Vision 50%

Mathematics

• Classification Problem 100%
• Interpretability 100%
• Text Classification 100%
• Explainability 100%