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Related Questions
- How do saliency maps visualize the attention weights of a transformer-based model such as BERT or RoBERTa?
- What are the key components of a saliency map used to interpret transformer-based models?
- Can you provide a step-by-step explanation of how to compute saliency maps for BERT or RoBERTa models?
- What are the advantages and limitations of using saliency maps to interpret transformer-based models?
- How do saliency maps help in understanding the decision-making process of transformer-based models?
- What is the relationship between saliency maps and feature importance in transformer-based models?
- Can you provide an example of how to use saliency maps to understand the behavior of a RoBERTa model on a specific task?
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