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#generalization

1 approved public terms with this tag.

Zero-Shot

/ˈzɪəroʊ ʃɒt/adjective
AI & Technology

The ability of a model to perform a task it has never been explicitly trained or shown examples for. Zero-shot learning relies on the model's generalized understanding from pretraining to handle novel tasks based on instruction alone.

The model classified customer sentiment zero-shot without any labeled training examples.