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Related Questions
- What are the key challenges in adapting language models to a new domain, and how do they impact generalizability?
- Can you explain the concept of domain shift and its relationship to language model performance in a target domain?
- How do language models handle out-of-domain data during the adaptation process, and what are the potential consequences?
- What techniques are used to fine-tune language models for a specific domain, and how do they influence model performance?
- How does domain adaptation affect the interpretability of language model outputs in a target domain?
- What is the role of data quality and quantity in domain adaptation, and how do they impact model performance in a target domain?
- Can you discuss the trade-offs between domain adaptation and overfitting in language models, and how to mitigate them?
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