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Related Questions
- How does the choice of diversity metric impact the sampling strategy in active learning for NLP tasks?
- Can you explain the relationship between diversity metrics and the performance of sentiment analysis models in active learning?
- How does the diversity metric affect the selection of informative samples in active learning for question answering tasks?
- What are the implications of using different diversity metrics on the overall effectiveness of active learning for NLP tasks?
- Can you discuss the trade-offs between using different diversity metrics in active learning for NLP tasks?
- How does the choice of diversity metric impact the adaptability of active learning to changing NLP tasks and datasets?
- What are the key considerations for selecting an appropriate diversity metric for active learning in NLP tasks like sentiment analysis and question answering?
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