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Related Questions
- What are the common pre-training tasks used in language models and how do they affect out-of-vocabulary word handling?
- How does the choice of pre-training task influence the model's ability to generalize to unseen words?
- Can you explain the concept of 'pre-training for out-of-vocabulary words' and its significance in natural language processing?
- What are the differences between masked language modeling and next sentence prediction in terms of out-of-vocabulary word handling?
- How does fine-tuning on a specific task affect the model's performance on out-of-vocabulary words compared to pre-training?
- What are some strategies for improving a model's performance on out-of-vocabulary words during fine-tuning?
- Can you discuss the trade-offs between pre-training task choice and fine-tuning task choice in terms of out-of-vocabulary word handling?
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