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Related Questions
- How do active learning strategies help to reduce annotation bias in machine learning models?
- Can human-in-the-loop approaches be used to detect and correct biases in annotated data?
- What are the key challenges in implementing human-in-the-loop approaches to mitigate annotation bias in machine learning?
- How does active learning help to improve the diversity of the training data and reduce bias?
- What role do human evaluators play in ensuring that annotated data is free from bias?
- Can active learning be used to identify and prioritize data points that are most likely to contain bias?
- How do human-in-the-loop approaches impact the efficiency and effectiveness of the annotation process in mitigating bias?
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