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Related Questions
- What are the key differences between masked language modeling and next sentence prediction in pre-trained language models?
- How do pre-trained language models handle out-of-vocabulary words in text classification tasks?
- Can you explain the concept of contextualized word representations in pre-trained language models?
- How do pre-trained language models improve performance in text classification tasks, such as sentiment analysis and named entity recognition?
- What is the role of masked language modeling in learning contextualized word representations?
- Can you discuss the impact of pre-training on the performance of a downstream task, such as text classification?
- What are some challenges associated with fine-tuning pre-trained language models for specific text classification tasks?
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