Advanced Artificial Intelligence & Machine Learning
Q97 / 100

What is the difference between zero-shot, one-shot, and few-shot prompting?

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Incorrect.

The correct answer is B) Zero-shot: no examples in prompt. One-shot: one example. Few-shot: several examples. More examples generally improve performance by demonstrating the task format and expected output style

B

Correct Answer

Zero-shot: no examples in prompt. One-shot: one example. Few-shot: several examples. More examples generally improve performance by demonstrating the task format and expected output style

Explanation

Few-shot prompting (Brown et al., 2020): including k demonstrations in the prompt dramatically improves performance on novel tasks without weight updates. The LLM infers the task from examples via in-context learning.

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