Zero-Shot vs. Few-Shot

Zero-Shot vs. Few-Shot

Time

Duration 5:40

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You are only prompting using “zero-shot”. But you should know “few-shot”, and master “one-shot” prompting instead. TL;DR: How giving examples to ChatGPT get you much better results.

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Few-Shot academic paper:

Links to the academic papers:

Fairness-guided Few-shot Prompting for Large Language Models

Large language models have demonstrated surprising ability to perform in-context learning, i.e., these models can be directly applied to solve numerous downstream tasks by conditioning on a prompt...

arxiv.org

Fairness-guided Few-shot Prompting for Large Language Models
Click here 👆

I run several tests on few-shot prompting →

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Before prompting, get to know exactly what do you want. What does it look like? Do you have a perfect example somewhere? Upload it. Your ChatGPT answer will be much better.

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