Few-Shot Learning for Voice AI
Antrenează AI-ul pentru task-uri noi folosind doar câteva exemple relevante.
Few-Shot Techniques
Example Selection
- • Representative examples
- • Diversity în selection
- • Edge case coverage
- • Quality over quantity
In-Context Learning
- • Example formatting
- • Ordering strategies
- • Input-output pairing
- • Chain-of-thought examples
Voice Applications
- • New intent training
- • Custom entity extraction
- • Domain adaptation
- • Style transfer
Best Practices
- • Example curation
- • Consistent formatting
- • Testing și validation
- • Iterative refinement