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Natural Language Processing with Java

You're reading from   Natural Language Processing with Java Techniques for building machine learning and neural network models for NLP

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Product type Paperback
Published in Jul 2018
Publisher
ISBN-13 9781788993494
Length 318 pages
Edition 2nd Edition
Languages
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Authors (2):
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Ashish Bhatia Ashish Bhatia
Author Profile Icon Ashish Bhatia
Ashish Bhatia
Richard M. Reese Richard M. Reese
Author Profile Icon Richard M. Reese
Richard M. Reese
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Toc

Table of Contents (14) Chapters Close

Preface 1. Introduction to NLP FREE CHAPTER 2. Finding Parts of Text 3. Finding Sentences 4. Finding People and Things 5. Detecting Part of Speech 6. Representing Text with Features 7. Information Retrieval 8. Classifying Texts and Documents 9. Topic Modeling 10. Using Parsers to Extract Relationships 11. Combined Pipeline 12. Creating a Chatbot 13. Other Books You May Enjoy

Simple Java SBDs

Sometimes, text may be simple enough that Java core support will suffice. There are two approaches that will perform SBD: using regular expressions and using the BreakIterator class. We will examine both approaches here.

Using regular expressions

Regular expressions can be difficult to understand. While simple expressions are not usually a problem, as they become more complex, their readability worsens. This is one of the limitations of regular expressions when trying to use them for SBD.

We will present two different regular expressions. The first expression is simple, but does not do a very good job. It illustrates a solution that may be too simple for some problem domains. The second is more sophisticated...

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