NLP Architectures Quiz
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Questions and Answers

Which architecture is faster and can handle longer sequences compared to RNNs and LSTMs?

  • RNNs
  • LSTMs
  • GRUs (correct)
  • Transformers

    • What is the advantage of using Transformers over RNNs?

  • Transformers can handle longer sequences
  • Transformers are faster to train
  • Transformers can handle temporal dependencies better
  • Transformers can achieve parallelization (correct)

    • Which module in the High Impact Skills Development Program covers Natural Language Processing?

  • Module 3
  • Module 8 (correct)
  • Module 2
  • Module 4

    • What is the purpose of Positional Encoding in Transformers?

    <p>To encode the position of each input element</p> Signup and view all the answers

    What is the role of the Encoder in the Transformer architecture?

    <p>To encode the input sequence</p> Signup and view all the answers

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