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Natural Language Processing with Java Cookbook

You're reading from   Natural Language Processing with Java Cookbook Over 70 recipes to create linguistic and language translation applications using Java libraries

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781789801156
Length 386 pages
Edition 1st Edition
Languages
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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

Table of Contents (14) Chapters Close

Preface 1. Preparing Text for Analysis and Tokenization FREE CHAPTER 2. Isolating Sentences within a Document 3. Performing Name Entity Recognition 4. Detecting POS Using Neural Networks 5. Performing Text Classification 6. Finding Relationships within Text 7. Language Identification and Translation 8. Identifying Semantic Similarities within Text 9. Common Text Processing and Generation Tasks 10. Extracting Data for Use in NLP Analysis 11. Creating a Chatbot 12. Installation and Configuration 13. Other Books You May Enjoy

Creating a Chatbot

A chatbot is an application that interacts with a user using natural language. Chatbots have been used for many different types of user interaction including help desks, customer service, and order placements. Usually, the conversation is somewhat limited in the type and structure of the interaction.

In this chapter, we will demonstrate how to create a chatbot using Amazon's AWS. We will start with creating a simple bot using online support. This will introduce the terminology and structure of a bot.

Then, we will demonstrate how to create a bot using Java. This will be accomplished using AWS Toolkit for Eclipse. We will also demonstrate how to pass data to an AWS Lambda function. This type of function executes on an AWS server and can be written in a number of languages including Java. How this function is updated to the cloud will be shown along with...

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