Meaning of few-shot | Babel Free

Definitions

A machine learning paradigm where a model is trained on a very small amount of data, typically less than that required for traditional machine learning approaches.

attributive, not-comparable

Examples

“No additional prompts for getting the responses were used, i.e. the data was created with a basic prompt in a zero-shot scenario. This is in contrast to the benchmarks by OpenAI, who used an engineered prompt in a few-shot scenario to guide the generation of essays.”

CEFR level