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Related Questions
- Can you explain the concept of out-of-vocabulary (OOV) words in language models and why they pose a challenge?
- How does subword modeling address the issue of OOV words, and what are its limitations?
- What is the difference between subword modeling and wordpiece modeling in handling OOV words?
- How does character-level modeling compare to subword modeling in handling OOV words?
- Can you discuss the trade-offs between subword modeling, wordpiece modeling, and character-level modeling in terms of vocabulary size and model complexity?
- What are some potential applications of subword modeling in natural language processing tasks, such as machine translation and text summarization?
- How does the choice of subword modeling approach impact the performance of language models in low-resource languages?
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