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Related Questions
- How does diversity in data representation affect the performance of active learning in NLP tasks?
- What are the potential benefits and drawbacks of using diverse data sources in active learning for NLP?
- Can you explain how to optimize the diversity of the initial dataset for active learning in NLP?
- How does the diversity of the query strategy impact the efficiency and effectiveness of active learning in NLP?
- What are some techniques to promote diversity in the selection of instances for annotation in active learning for NLP?
- How can the diversity of the annotators' perspectives be leveraged to improve the accuracy of active learning in NLP?
- What are the implications of diversity on the convergence rate of active learning in NLP, and how can it be mitigated?
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