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Related Questions
- What are the key differences between gradient-based and perturbation-based saliency methods in NLP?
- How do occlusion-based methods work, and what are their strengths and weaknesses?
- What is the purpose of using attention-based saliency methods in NLP, and how do they differ from other approaches?
- Can you explain the concept of Integrated Gradients and its application in NLP?
- How do activation-based saliency methods, such as LRP, work, and what are their advantages and limitations?
- What is the role of adversarial attacks in evaluating the robustness of NLP models, and how are they related to saliency maps?
- How can saliency maps be used to identify and interpret biases in NLP models, such as gender or racial biases?
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