As the name suggests: Zero-shot prompting means giving no examples. One-shot prompting provides a single example. Multi-shot, ...

Vasvi Agarwal, first author of the paper published in the ASME Journal of Computing and Information Science in Engineering, ...

“These don’t have to be examples that are visible to the end user, but they can be included in the prompt to guide the model to respond in a similar style,” Marsman says. CoT prompting, conversely, ...