Machine Learning
Zero-Shot Learning
Machine Learning· Advanced
Definition
The ability of a model to correctly handle tasks or categories it has never seen during training, by leveraging semantic relationships and prior knowledge. In LLMs, zero-shot performance refers to task completion from instructions alone — no examples provided.
Tags
#generalization#LLM#transfer#semantic
MS
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