Zero-Shot Learning

Entity Type: Glossary ID: zero-shot-learning

Definition: A learning paradigm where models perform tasks without having seen specific examples during training. Language models demonstrate zero-shot capabilities by understanding and executing instructions for tasks they weren't explicitly trained on.

Related Terms: - few-shot-learning - generalization - instruction-following - emergent-abilities

Source Urls: - https://en.wikipedia.org/wiki/Zero-shot_learning

Tags: - learning-paradigms - generalization - emergent-abilities

Status: active

Version: 1.0.0

Created At: 2025-08-31

Last Updated: 2025-08-31