Neural Networks for Sequence Classification
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Questions and Answers

Which type of neural network is also known as a multilayer perceptron?

  • Recurrent neural network
  • Feed-forward network (correct)
  • Convolutional neural network
  • Generative adversarial network

    • What aspect of Large Language Models (LLMs) does the author choose to ignore in the article?

  • The token fragments used by LLMs (correct)
  • The underlying architecture of LLMs
  • The training data used for LLMs
  • The number of layers in LLMs

    • In the context of ChatGPT, what process did the successor to GPT-3, GPT-3.5, undergo?

  • Reinforcement Learning with Human Feedback (RLHF) (correct)
  • Transfer Learning
  • Supervised Learning
  • Unsupervised Learning

    • What happens after a neuron in a neural network computes a weighted sum of its inputs?

    <p>It passes the result to an activation function</p> Signup and view all the answers

    Which model has OpenAI described in detail among the GPT versions?

    <p>GPT-3</p> Signup and view all the answers

    What is the fundamental principle behind how large language models operate?

    <p>They rely on statistical probabilities derived from the training data.</p> Signup and view all the answers

    What does the author mean by the term 'hallucinations' in the context of large language models?

    <p>Outputs that seem human-like but lack true understanding.</p> Signup and view all the answers

    How does the author characterize the nature of large language models?

    <p>Nonrational and purely deterministic mathematical processes.</p> Signup and view all the answers

    What happens when a large language model appears to 'understand' a concept like a unicorn?

    <p>It combines descriptions and examples from the training data.</p> Signup and view all the answers

    What metaphor does the author use to describe large language models?

    <p>A mirror that reflects human knowledge and understanding.</p> Signup and view all the answers

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