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Related Questions
- What strategies do language models employ to handle out-of-vocabulary words during inference?
- How do subword tokenization and wordpiece models address unknown words in language models?
- What are the implications of unknown words on the performance of language models in tasks such as language translation and text summarization?
- Can you explain the concept of 'unk' token and its role in handling unknown words in language models?
- How do language models learn to handle unknown words during training, and what are the challenges associated with this process?
- What is the impact of unknown words on the performance of language models in domain-specific tasks such as medical or legal text analysis?
- Can you discuss the trade-offs between model complexity, training data size, and handling of unknown words in language models?
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