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Related Questions
- What are the key challenges in achieving fairness in NLP models?
- How do NLP models perpetuate biases and how can they be mitigated?
- What are some common fairness metrics used to evaluate NLP models?
- Can you provide examples of fairness-related issues in sentiment analysis and text classification tasks?
- How do different NLP tasks, such as language modeling and machine translation, impact fairness?
- What are some techniques for debiasing word embeddings and pre-trained language models?
- How can fairness be integrated into the development of NLP models from the early stages of design?
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