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Related Questions
- What are the key challenges in adapting pre-trained language models to new domains?
- Can you explain the concept of domain adaptation in machine learning and its relevance to language models?
- How does fine-tuning a pre-trained language model on a specific domain affect its performance on out-of-domain tasks?
- What are some common techniques used to adapt pre-trained language models to new domains?
- How does the size of the training dataset impact the effectiveness of domain adaptation for language models?
- What are the differences between inductive and transductive domain adaptation in the context of language models?
- Can you discuss the role of transfer learning in domain adaptation for pre-trained language models?
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