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Taming Text: How to Find, Organize, and Manipulate It by Grant S. Ingersoll, Thomas S. Morton, and Andrew L. Farris

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Chapter 5. Identifying people, places, and things

In this chapter

  • The basic concepts behind named-entity recognition
  • How to use OpenNLP to find named entities
  • OpenNLP performance considerations

People, places, and things—nouns—play a crucial role in language, conveying the sentence’s subject and often its object. Due to their importance, it’s often useful when processing text to try to identify nouns and use them in applications. This task, often called either entity identification or named-entity recognition (NER) is often handled by a parser or chunker, as you saw in chapter 2. Though using a parser is nice for understanding a sentence, text applications often will find it more useful to focus on a subset of nouns that identify specific ...

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