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Related Questions
- How does data scarcity affect the generalization capabilities of a fine-tuned language model?
- What are some strategies to mitigate the impact of domain-specific data scarcity on LLM performance?
- Can you explain the concept of 'domain adaptation' in the context of LLMs and its relation to data scarcity?
- How does the quality of the available data affect the performance of a fine-tuned LLM in a specific domain?
- What are some common consequences of underfitting or overfitting in LLMs due to domain-specific data scarcity?
- Can you discuss the role of transfer learning in helping to alleviate the effects of domain-specific data scarcity on LLMs?
- What are some potential solutions for augmenting limited domain-specific data to improve LLM performance?
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