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Uima for Named Entity Recognition

Overview

Skills Needed

Learn named entity recognition with Apache Uima. Explore NER models, evaluation metrics, and more. Enroll now!

  • Intermediate knowledge of Apache Uima fundamentals
  • Understanding of named entity recognition concepts

Outline

  • Introduction to Named Entity Recognition
  • Building NER Models with Uima
  • Feature Engineering for NER
  • Training and Testing NER Systems
  • Performance Evaluation Metrics
  • Domain Adaptation for NER
  • NER Integration with Information Extraction Pipelines
  • Multi-lingual Named Entity Recognition
  • Real-world NER Applications
  • Best Practices for NER with Apache Uima

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