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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

Product type Paperback

Published in Jul 2018

Publisher

ISBN-13 9781788993494

Length 318 pages

Edition 2nd Edition

Languages

Java

Tools

Processing

Concepts

Machine Learning

Authors (2):

Ashish Bhatia

Richard M. Reese

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Table of Contents (14) Chapters

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

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Summary

In this chapter, we addressed the process of preparing data and discussed pipelines. We illustrated several techniques for extracting text from HTML, Word, and PDF documents. We also saw how Apache Tika can be used easily with any kind of document for extraction. We showed that a pipeline is nothing more than a sequence of tasks integrated to solve some problem. We can insert and remove various elements of the pipeline as needed. The Stanford pipeline architecture was discussed in detail. We examined the various annotators that can be used. The details of this pipeline were explored, along with how it can be used with multiple processors. In next chapter, Chapter 12, Creating a Chatbot we will work on creating a simple chat bot to demonstrate use of NLP we have seen so far.

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Authors (1)

Richard M. Reese

Richard M. Reese

Richard Reese has worked in the industry and academics for the past 29 years. For 10 years he provided software development support at Lockheed and at one point developed a C based network application. He was a contract instructor providing software training to industry for 5 years. Richard is currently an Associate Professor at Tarleton State University in Stephenville Texas. Richard is the author of various books and video courses some of which are as follows: Natural Language Processing with Java. Java for Data Science Getting Started with Natural Language Processing in Java

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