Artificial Intelligence
164 views
In-Context Learning
Quick Definition
LLMs learning new tasks from prompt examples without weight updates
Full Definition
The ability of LLMs to learn new tasks from examples provided in the prompt without updating model weights.
Examples
few-shot classification, task adaptation
Related Terms
few-shot-learning
large-language-model
More Artificial Intelligence Terms
AutoML
Automation of the machine learning pipeline
Transfer Learning
Adapting a pre-trained model for a different related task
Quantization
Reducing model precision from 32-bit to lower bit representations
Synthetic Data
Artificially generated data mimicking real-world distributions
Adversarial Attack
Crafting inputs that fool AI models into wrong predictions
Sentiment Analysis
NLP technique determining emotional tone in text