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Natural Language Processing with Java

You're reading from   Natural Language Processing with Java Explore various approaches to organize and extract useful text from unstructured data using Java

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Product type Paperback
Published in Mar 2015
Publisher
ISBN-13 9781784391799
Length 262 pages
Edition 1st Edition
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Authors (2):
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Richard M. Reese Richard M. Reese
Author Profile Icon Richard M. Reese
Richard M. Reese
Richard M Reese Richard M Reese
Author Profile Icon Richard M Reese
Richard M Reese
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Toc

The tagging process


Tagging is the process of assigning a description to a token or a portion of text. This description is called a tag. POS tagging is the process of assigning a POS tag to a token. These tags are normally tags such as noun, verb, and adjective.

For example, consider the following sentence:

"The cow jumped over the moon."

For many of these initial examples, we will illustrate the result of a POS tagger using the OpenNLP tagger to be discussed in Using OpenNLP POS taggers, later in this chapter. If we use that tagger with the previous example, we will get the following results. Notice that the words are followed by a forward slash and then their POS tag. These tags will be explained shortly:

The/DT cow/NN jumped/VBD over/IN the/DT moon./NN

Words can potentially have more than one tag associated with them depending on their context. For example, the word "saw" could be a noun or a verb. When a word can be classified into different categories, information such as its position...

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