TERMIUM Plus®
The Government of Canada’s terminology and linguistic data bank.
ZERO SHOT LEARNING [1 record]
Record 1 - internal organization data 2024-04-30
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- zero-shot learning
1, record 1, English, zero%2Dshot%20learning
correct
Record 1, Abbreviations, English
- ZSL 2, record 1, English, ZSL
correct
Record 1, Synonyms, English
- zero shot learning 3, record 1, English, zero%20shot%20learning
correct
Record 1, Textual support, English
Record number: 1, Textual support number: 1 CONT
Unlike traditional machine learning methods that require examples from each class or category they're expected to handle, zero-shot learning enables the model to generalize from its training and make inferences about new, unseen categories. This is achieved by training the model to understand and relate abstract concepts or attributes that can be applied broadly. For instance, a model trained in zero-shot learning could categorize animals it has never seen before based on learned attributes like size, habitat, or diet. It infers knowledge about these new categories by relying on its understanding of the relationships and similarities between different concepts. 4, record 1, English, - zero%2Dshot%20learning
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- apprentissage sans exemple
1, record 1, French, apprentissage%20sans%20exemple
correct, masculine noun
Record 1, Abbreviations, French
Record 1, Synonyms, French
- apprentissage avec zéro exemple 2, record 1, French, apprentissage%20avec%20z%C3%A9ro%20exemple
correct, masculine noun
- apprentissage à zéro exemple 2, record 1, French, apprentissage%20%C3%A0%20z%C3%A9ro%20exemple
masculine noun
- apprentissage zéro exemple 2, record 1, French, apprentissage%20z%C3%A9ro%20exemple
masculine noun
- apprentissage zéro coup 3, record 1, French, apprentissage%20z%C3%A9ro%20coup
masculine noun
- apprentissage zéro-coup 2, record 1, French, apprentissage%20z%C3%A9ro%2Dcoup
masculine noun
Record 1, Textual support, French
Record number: 1, Textual support number: 1 DEF
[M]odèle d'apprentissage prêt à l'emploi qui peut accomplir une tâche sans avoir à être entraîné sur des exemples spécifiques au problème à résoudre. 2, record 1, French, - apprentissage%20sans%20exemple
Record 1, Spanish
Record 1, Textual support, Spanish
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