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Related Questions
- How do contextualized language models handle out-of-vocabulary words and what are the potential limitations?
- Can you explain the concept of contextualization in language models and its impact on handling unknown words?
- What are the advantages of using contextualized language models for NLP tasks when dealing with out-of-vocabulary words?
- How do contextualized language models learn to represent out-of-vocabulary words in a meaningful way?
- What are some common techniques used to handle out-of-vocabulary words in contextualized language models?
- Can you discuss the trade-offs between using contextualized language models and traditional word-based models when dealing with out-of-vocabulary words?
- How do contextualized language models adapt to new words or concepts over time, and what are the implications for NLP applications?
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