zero-shot en · ADJ
Etymology
After one-shot learning.
Meanings
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(attributive, not-comparable, qualifier:machine learning) Relating to zero-shot learning; performing without specialized training data.
zero-shot object detection
No additional prompts for getting the responses were used, i.e. the data was created with a basic prompt in a zero-shot scenario.
2023 October 30, Herbold et al., “A large-scale comparison of human-written versus ChatGPT-generated essays”, in Scientific Reports, volume 13, page 4:zero-shot translation
Ask yourself if there is a way to get a zero-shot solution. If you think that you need external examples to prime the model for your use case, think really hard.
2022, Sandra Kublik, Shubham Saboo, GPT-3, O'Reilly, →ISBN, page 20: