Multiple Choice

A text generation model uses a method where it selects the smallest set of most likely next words whose combined probability is at least a certain threshold, renormalizes their probabilities to sum to 1, and then samples from that new set. Given the following sorted list of potential next words and their initial probabilities, and a probability threshold of 0.7, which option correctly shows the set of words and their new probabilities after selection and renormalization, just before the final sampling step?

Initial Probabilities:

  • "the": 0.40
  • "a": 0.20
  • "an": 0.15
  • "one": 0.10
  • "some": 0.08

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Updated 2025-09-28

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Ch.5 Inference - Foundations of Large Language Models

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