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Related Questions
- What is inductive bias and how does it impact the learning process in deep learning models?
- How does the inductive bias of a language model affect its ability to capture domain-specific knowledge?
- Can you explain the relationship between inductive bias and the quality of knowledge representation in LLMs?
- What are some common types of inductive bias and how do they influence the representation of domain-specific knowledge in LLMs?
- How can inductive bias be mitigated in LLMs to improve their ability to generalize and capture domain-specific knowledge?
- What role does pre-training play in shaping the inductive bias of an LLM and its representation of domain-specific knowledge?
- How can the inductive bias of an LLM be analyzed and evaluated to understand its impact on domain-specific knowledge representation?
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