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Related Questions
- How does the lack of domain-specific training data affect the accuracy of LLMs in specialized domains?
- Can you explain the impact of knowledge graph sparsity on the performance of LLMs in tasks requiring domain expertise?
- How do LLMs handle out-of-domain concepts and entities when trained on a limited dataset in a specific domain?
- What are some strategies to mitigate the effects of domain knowledge scarcity on LLM performance in specialized tasks?
- How does the quality of the training data affect the ability of LLMs to generalize to new, unseen domain-specific concepts?
- Can you discuss the role of transfer learning in adapting LLMs to new domains with limited knowledge and resources?
- What are some potential limitations and challenges of using LLMs in domains with highly specialized or rapidly evolving knowledge?
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