What is conditional random field in natural language processing?

Conditional Random Field

In the vast landscape of machine learning, one methodology that has gained significant traction in recent years is the utilization of Conditional Random Field (CRFs). These fields have transcended disciplinary boundaries, finding remarkable applications in diverse domains, including natural language processing (NLP) and computer vision. CRFs offer a sophisticated approach to sequence labeling, a fundamental … Read more