Few-shot
adj
adj ·Rare ·Advanced level
Definitions
Adjective
- 1 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
"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."
Example
More 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."
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Data sourced from Wiktionary, WordNet, CMU, and other open linguistic databases. Updated March 2026.