Few-Shot

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Few-shot learning is similar to enabling an instance to perform tasks with minimal examples.

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For instance:

Prompt:

Positive : "This is awesome!"
Negative : "This is bad!"
Positive : "Wow, that movie was rad!"
What a horrible show!"

Output:

Negative 

Limitations of Few-shot

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Few-shot learning may not achieve perfection in inference tasks

For instance:

The odd numbers in this group add up to an even number: 15, 32, 5, 13, 82, 7, 1. A: 

Output:

Yes, the odd numbers in this group add up to 107, which is an even number.