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Related Questions
- Can we apply noise injection to improve the generalizability of a language model on out-of-distribution data?
- How does noise injection affect the trade-off between model capacity and overfitting on specific tasks?
- What types of noise can be injected into a language model to prevent overfitting on specific tasks and improve its robustness?
- Can noise injection be used to prevent overfitting in language models with large capacity, such as transformer-based models?
- How does the level of noise injection affect the performance of a language model on downstream tasks?
- Can noise injection be used to improve the interpretability of language models by reducing overfitting on specific tasks?
- What are the benefits and limitations of using noise injection to regularize language models and prevent overfitting on specific tasks?
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