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Related Questions
- What are the types of inductive bias and how do they impact the generalization ability of a large language model?
- How does the structure of a large language model, such as the choice of architecture and hyperparameters, influence its inductive bias?
- What is the relationship between overfitting and inductive bias in the context of large language models?
- How does the diversity of the training data impact the inductive bias of a large language model?
- What is the role of regularization techniques in mitigating inductive bias and improving generalization in large language models?
- Can you explain how data augmentation can help reduce the inductive bias of a large language model?
- How does the use of transfer learning and multi-task learning affect the inductive bias of a large language model?
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