Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
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

Arrow left icon
Product type Paperback
Published in Mar 2015
Publisher
ISBN-13 9781784391799
Length 262 pages
Edition 1st Edition
Languages
Arrow right icon
Authors (2):
Arrow left icon
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
Arrow right icon
View More author details
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...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image