few-shot learning
/ˌfjuː ʃɒt ˈlɜːrnɪŋ/
Learning from just a handful of examples
few-shot learning in a sentence
“Few-shot learning adapted the model using only five examples per category.”
Origin of few-shot learning
From Old English feawa (few) + scot (payment, shot) + learning from Old English leornian
Related Words
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
tool use
AI capability to invoke external functions or APIs