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Related Questions
- What are the advantages of using masked language modeling over other pre-training objectives in natural language processing?
- How does masked language modeling differ from next sentence prediction in terms of its impact on downstream task performance?
- What are the key differences between masked language modeling and next sentence prediction in terms of their ability to capture contextual relationships?
- How does masked language modeling compare to other pre-training objectives in terms of its ability to handle out-of-vocabulary words?
- What are the implications of using masked language modeling for tasks that require common sense or world knowledge?
- Can masked language modeling be used as a standalone pre-training objective, or is it typically used in conjunction with other objectives?
- How does the choice of masking strategy (e.g., random masking, sentence-level masking) impact the performance of a masked language model?
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