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Related Questions
- How does tokenization affect the representation of rare or out-of-vocabulary words in AI models?
- Can you explain how model bias can arise from biased tokenization and how it impacts AI decision-making?
- What is the relationship between tokenization and the performance of downstream tasks such as sentiment analysis and language translation?
- In what ways can tokenization contribute to the perpetuation of social biases in AI systems?
- How can we evaluate the impact of tokenization on model bias and fairness in AI?
- What are some strategies for mitigating model bias in AI systems through tokenization and data preprocessing?
- Can you discuss the trade-offs between tokenization methods, such as word-based vs character-based tokenization, and their effects on model bias?
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