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Related Questions
- What strategies can be employed to ensure annotator diversity and representation in the annotation process?
- How can data annotation tasks be designed to reduce cognitive biases and promote objectivity?
- What role can active learning and iterative annotation processes play in minimizing annotator bias?
- How can annotators be trained to recognize and mitigate their own biases in the annotation process?
- What techniques can be used to detect and address annotator bias in the data, such as anomaly detection and statistical analysis?
- Can machine learning algorithms be used to identify and mitigate annotator bias, and if so, how?
- What are some best practices for ensuring transparency and accountability in the data annotation process to minimize the risk of annotator bias?
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