Learn
AI Tutor
News
Tools
Jobs
Glossary
Certification
Quizzes
Mission
Support
English
Search
⌘K
Submit AI Tool
Donate
English
Search
⌘K
Learn
AI Guides & Foundations
AI Tutor
Ask AI anything, free
News
Latest AI Developments
Tools
Top AI Directory
Jobs
AI Hiring Board
Glossary
AI Terms Dictionary
Certification
Get Your AI Certificate
Quizzes
Interactive AI Assessments
Mission
Why We Exist
Support
Help and Contact
Submit AI Tool
Donate
English
Home
/
Glossary
/
Label Smoothing
AI Glossary Term
What is Label Smoothing?
Definition
A regularization method that softens hard labels to improve generalization.
Related terms
Data Augmentation
Techniques that create modified training examples to improve model generalization.
LoRA (Low-Rank Adaptation)
A parameter-efficient fine-tuning method that adds low-rank adapter matrices.
Annotation
Human-added labels or metadata used to train or evaluate machine learning models.
Baseline Model
A simple reference model used to compare whether more complex approaches actually improve results.
Ensemble
Combining predictions from multiple models to improve robustness or accuracy.
Generalization
How well a model performs on new, unseen data outside the training set.
Learn more in our free guides
Pseudo-Labeling and Self-Training
Label Smoothing
Semantic Role Labeling
Browse the full AI Glossary
Explore all free AI guides