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Related Questions
- What are the key differences between masked language modeling and next sentence prediction in terms of their effects on downstream task performance?
- How does masked language modeling improve language understanding and generation tasks compared to next sentence prediction?
- Can you explain the impact of masked language modeling on tasks such as sentiment analysis and named entity recognition?
- How does the use of next sentence prediction affect the performance of models on tasks like question answering and text classification?
- What are the implications of using masked language modeling versus next sentence prediction for training language models for conversational AI?
- How do the two objectives of masked language modeling and next sentence prediction interact with each other in terms of improving downstream task performance?
- Can you provide examples of tasks where masked language modeling has been shown to outperform next sentence prediction, and vice versa?
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