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Related Questions
- How does the selection of diverse queries affect the quality of the learned model in active learning?
- Can you explain the relationship between query diversity and the reduction of uncertainty in NLP active learning?
- What are the key factors that influence the diversity of query selection in active learning for NLP tasks?
- How does the level of query diversity impact the efficiency of active learning in terms of sample complexity?
- Can you discuss the trade-offs between query diversity and query informativeness in active learning for NLP?
- How does the diversity of queries affect the generalizability of the learned model to unseen data in NLP active learning?
- What are some effective strategies for promoting diversity in query selection in active learning for NLP tasks?
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