Few-Shot Learning

Domain: NLP Fundamentals

🎯 Motivation

Giving the model a few examples in the prompt to help it understand the task before asking it to perform.

πŸ“‹ Concrete Example

Prompt: Here are 3 examples of formal vs informal text… Now classify this new sentence. The model follows the pattern.

πŸ”— Analogy

Like showing a new employee 3 example emails before asking them to write one - they learn the style quickly.