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Related Questions
- What are the key factors that influence the trade-off between specificity and generalizability in language model design?
- How do specialized language models achieve high performance on specific tasks, but struggle with generalization to other tasks?
- Can you describe the impact of overfitting on the trade-off between specificity and generalizability in language models?
- What techniques can be used to balance specificity and generalizability in language model design?
- How does the choice of training data affect the trade-off between specificity and generalizability in language models?
- Can you explain the role of regularization methods in mitigating the trade-off between specificity and generalizability in language models?
- What are some common pitfalls to avoid when designing language models that balance specificity and generalizability?
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