Skip to main content

Named Entity Recognition

Named Entity Recognition is a solution for identifying and classifying named entities (like people, organizations, locations) in text.

Key Capabilities Used

Features

  • Entity detection
  • Entity classification
  • Context understanding
  • Custom entity types
  • Relationship extraction

Use Cases

  • Information extraction
  • Document processing
  • Knowledge graph population
  • Content enrichment
  • Legal document analysis

Technologies

  • Sequence labeling
  • Conditional Random Fields
  • Neural sequence models
  • Token classification
  • Transfer learning

Tools