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Related Questions
- What are the key differences between active learning and traditional supervised learning in the context of sentiment analysis?
- Can you explain how active learning can be used to reduce the labeling effort required for sentiment analysis models?
- How does uncertainty sampling work in active learning, and how can it be applied to sentiment analysis?
- What are some common strategies for selecting the most informative samples for active learning in sentiment analysis?
- Can you discuss the role of human-in-the-loop in active learning for sentiment analysis, and how it can improve model performance?
- How does active learning compare to other methods for improving sentiment analysis model performance, such as transfer learning?
- What are some common pitfalls to avoid when implementing active learning for sentiment analysis, and how can they be addressed?
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