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Related Questions
- What are the key differences between active learning and transfer learning in the context of sentiment analysis?
- How does active learning improve the efficiency of sentiment analysis compared to traditional supervised learning methods?
- Can you explain the concept of 'curriculum learning' in active learning and its application to sentiment analysis?
- What are some common metrics used to evaluate the performance of active learning algorithms for sentiment analysis?
- How does active learning handle class imbalance in sentiment analysis, where one class has significantly more instances than others?
- Can you compare the performance of active learning with other methods such as few-shot learning and self-supervised learning for sentiment analysis?
- What are the challenges in implementing active learning in real-world sentiment analysis tasks, and how can they be addressed?
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