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Related Questions
- What is representation bias in text classification and how does it affect model performance?
- Can you provide examples of representation bias in text classification and its consequences?
- How can representation bias be addressed in text classification using techniques such as data augmentation and preprocessing?
- What is the role of dataset curation in addressing representation bias in text classification?
- How can representation bias be mitigated in text classification using techniques such as adversarial training and debiasing word embeddings?
- What are the challenges in addressing representation bias in text classification and how can they be overcome?
- Can you discuss the relationship between representation bias and fairness in text classification and how they can be addressed together?
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