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Semi-Supervised Learning for NLP

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Multiple Choice

Which of the following is a key assumption in semi-supervised learning for NLP?

  1. The labeled and unlabeled data are independent.
  2. The labeled and unlabeled data are identically distributed.
  3. The unlabeled data is more informative than the labeled data.
  4. The labeled data is more informative than the unlabeled data.
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