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Related Questions
- Can inductive bias lead to overfitting in large language models, and if so, how can it be mitigated?
- How does the choice of inductive bias impact the ability of a large language model to learn from few-shot learning tasks?
- Can you explain the concept of inductive bias in the context of language modeling and its relationship to domain adaptation?
- In what ways can inductive bias influence the performance of a large language model on out-of-domain data?
- How does the type of inductive bias (e.g., prior, structural, or experiential) affect the generalizability of a large language model?
- Can you discuss the role of inductive bias in large language modeling in the context of transfer learning and zero-shot learning?
- What are the potential risks and limitations of using inductive bias in large language models, and how can they be addressed?
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