# Conditional Random Field

> Source: https://sukruyusufkaya.com/en/glossary/conditional-random-field
> Updated: 2026-05-13T20:00:12.949Z
> Type: glossary
> Category: makine-ogrenmesi
**TLDR:** A conditional probabilistic graphical model used especially in sequential labeling problems.

<p>Conditional Random Fields were developed to model dependencies among neighboring labels in sequence-labeling tasks. They have historically been important in named entity recognition, part-of-speech tagging, and biological sequence analysis. CRFs combine local observation features with global label consistency. As a result, they can produce more structured predictions than independent classifiers.</p>