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Related Questions
- How does active learning help reduce the cost and time required for data annotation in sentiment analysis?
- What are the key strategies employed in active learning to select the most informative samples for annotation?
- Can you explain the concept of uncertainty sampling in active learning and its application in sentiment analysis?
- How does active learning impact the accuracy of sentiment analysis models, particularly in conversational AI?
- What are the potential challenges and limitations of active learning in sentiment analysis, and how can they be addressed?
- Can active learning be used in conjunction with other techniques, such as transfer learning, to further improve sentiment analysis performance?
- How does the choice of annotator and annotation quality affect the performance of active learning in sentiment analysis?
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