Inference and generation

Zero-shot learning

stable definition

Definition

Zero-shot learning or prompting performs a task without task-specific examples supplied in the prompt or adaptation set.

Distinguish it from nearby terms

Few-shot prompting supplies examples in context; zero-shot relies on instructions and prior learned capability.

Check your understanding

Ask whether any demonstrations, fine-tuning examples, or task-specific labels were actually provided.