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Related Questions
- What are the common challenges in fine-tuning pre-trained language models for specific domains or tasks?
- Why is domain adaptation necessary for achieving high performance in downstream tasks?
- Can you explain the concept of inductive bias in the context of domain adaptation?
- How does domain adaptation affect the generalizability of pre-trained language models?
- What are some common techniques used in domain adaptation for fine-tuning pre-trained language models?
- How does domain adaptation impact the trade-off between task-specific knowledge and domain-agnostic knowledge?
- What are some best practices for selecting the right domain adaptation strategy for a given task or domain?
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