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Related Questions
- How do unknown word handling techniques impact a language model's ability to generalize to unseen data?
- Can you explain the effect of out-of-vocabulary (OOV) words on a model's performance in real-world scenarios?
- What strategies can be employed to improve a model's handling of unknown words and enhance its generalizability?
- How does the choice of unknown word handling method affect the trade-off between accuracy and robustness in language models?
- Can you discuss the relationship between unknown word handling and the phenomenon of catastrophic forgetting in language models?
- What are the implications of using a specific unknown word handling technique on a model's ability to adapt to new domains?
- How can unknown word handling be optimized for specific tasks, such as sentiment analysis or text classification?
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