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Related Questions
- How does diversity in the initial dataset impact the performance of active learning for NLP tasks?
- Can you explain the concept of diversity in the context of active learning and its relation to reducing overfitting?
- What are some strategies for incorporating diversity into the active learning process to improve transferability?
- How does diversity in the data affect the selection of samples for annotation in active learning?
- Can you discuss the trade-off between diversity and representativeness in active learning for NLP tasks?
- What are some techniques for measuring diversity in the context of active learning for NLP tasks?
- How does diversity impact the performance of NLP models in out-of-domain tasks after training on a diverse dataset through active learning?
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