Improving few-shot examples

Review few-shot examples and example quality.

Few-shot prompting

Showing a small number of input and output examples to communicate a task pattern.

Boundary case

An example near a decision boundary where similar inputs may receive different labels.

Label quality

The accuracy and consistency of labels used to teach or evaluate a task.

Example leakage

Unintended exposure of sensitive or evaluation data through prompt examples.