zero-shot learning
/ˈzɪəroʊ ʃɒt ˌlɜːrnɪŋ/
Performing tasks without any task-specific training examples
zero-shot learning in a sentence
“Zero-shot learning enables the model to classify categories it hasn't seen.”
Origin of zero-shot learning
Modern compound; zero from Arabic sifr (empty) + shot (attempt) + learning from Old English leornian
Related Words
few-shot learning
Learning from just a handful of examples
in-context learning
Learning patterns from examples provided in the prompt
alignment
Ensuring AI behavior matches human values and intentions
RLHF
Reinforcement Learning from Human Feedback for training AI
guardrails
Constraints preventing AI from producing harmful outputs
agent
An AI system that can take actions autonomously to achieve goals