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Related Questions
- What are some common sources of cultural and linguistic bias in large language models?
- How can data curation and pre-processing techniques be used to reduce bias in LLMs?
- What are some strategies for debiasing word embeddings and contextualized word representations?
- Can you explain the concept of 'proxy tasks' in the context of bias detection and mitigation in LLMs?
- How do you handle out-of-distribution or unseen data when training LLMs to minimize cultural and linguistic bias?
- What are some best practices for evaluating the fairness and robustness of LLMs to cultural and linguistic biases?
- Can you discuss the role of human evaluation and feedback in identifying and mitigating cultural and linguistic biases in LLMs?
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