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Related Questions
- What are the potential biases that can arise from excluding rare or specialized words from a model's training data?
- How might the lack of exposure to rare or specialized words affect a model's ability to generalize to new, unseen data?
- Can you explain the concept of 'catastrophic forgetting' and how it relates to a model's performance on rare or specialized words?
- What are some strategies for mitigating the negative consequences of excluding rare or specialized words from a model's training data?
- How does the choice of training data impact a model's ability to capture nuances and subtleties of language, particularly with rare or specialized words?
- What are some potential applications where the exclusion of rare or specialized words from a model's training data could have significant consequences?
- Can you discuss the trade-offs between including rare or specialized words in a model's training data and the potential increase in training time and computational resources?
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