Java Reference
In-Depth Information
Chapter 5. Detecting Part of Speech
Previously, we identified parts of text such as people, places, and things. In this chapter, we
will investigate the process of finding POS. These are the parts that we recognize in Eng-
lish as the grammatical elements, such as nouns and verbs. We will find that the context of
the word is an important aspect of determining what type of word it is.
We will examine the tagging process, which essentially assigns a POS to a tag. This pro-
cess is at the heart of detecting POS. We will briefly discuss why tagging is important and
then examine the various factors that makes detecting POS difficult. Various NLP APIs are
then used to illustrate the tagging process. We will also demonstrate how to train a model to
address specialized text.
