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Related Questions
- What is the primary function of LIME in NLP model interpretability?
- How does SHAP's additive feature attribution method improve model interpretability in NLP?
- Can you explain the concept of 'importance scores' in SHAP and how they contribute to model interpretability?
- How do LIME and SHAP handle high-dimensional feature spaces in NLP applications?
- What are some common challenges in applying LIME and SHAP to NLP models, and how can they be addressed?
- Can you provide an example of how LIME or SHAP can be used to explain a specific NLP model's predictions?
- How do LIME and SHAP facilitate model interpretability in deep learning-based NLP applications?
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