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Related Questions
- What are the key advantages of using pre-trained language models for NLP tasks?
- How does the pre-training of a language model on a large corpus improve its performance on downstream tasks?
- Can you explain the concept of domain adaptation in the context of transfer learning for NLP?
- What role does the size of the pre-training corpus play in the effectiveness of transfer learning for NLP?
- How does transfer learning enable a model to generalize to new tasks and domains?
- What are some common techniques used to fine-tune a pre-trained language model for specific NLP tasks?
- How does transfer learning help reduce the need for large amounts of labeled data for training NLP models?
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