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Related Questions
- How do transformer models handle unknown words during inference?
- What techniques can be used to mitigate the impact of out-of-vocabulary words on transformer model performance?
- Can you explain the effect of out-of-vocabulary words on the attention mechanism in transformer models?
- How does the size of the vocabulary affect the performance of transformer models on out-of-vocabulary words?
- What are some strategies for handling out-of-vocabulary words in transformer models, such as subwording or wordpiece tokenization?
- Can you discuss the trade-off between vocabulary size and model performance in transformer models?
- How do out-of-vocabulary words impact the interpretability of transformer model outputs?
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