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Natural Language Processing with Java Cookbook

Natural Language Processing with Java Cookbook

By : Richard M. Reese , Richard M Reese
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Natural Language Processing with Java Cookbook

Natural Language Processing with Java Cookbook

By: Richard M. Reese , Richard M Reese

Overview of this book

Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book includes a wide set of recipes and quick methods that solve challenges in text syntax, semantics, and speech tasks. At the beginning of the book, you'll learn important NLP techniques, such as identifying parts of speech, tagging words, and analyzing word semantics. You will learn how to perform lexical analysis and use machine learning techniques to speed up NLP operations. With independent recipes, you will explore techniques for customizing your existing NLP engines/models using Java libraries such as OpenNLP and the Stanford NLP library. You will also learn how to use NLP processing features from cloud-based sources, including Google and Amazon Web Services (AWS). You will master core tasks, such as stemming, lemmatization, part-of-speech tagging, and named entity recognition. You will also learn about sentiment analysis, semantic text similarity, language identification, machine translation, and text summarization. By the end of this book, you will be ready to become a professional NLP expert using a problem-solution approach to analyze any sort of text, sentence, or semantic word.
Table of Contents (14 chapters)
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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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Natural Language Processing with Java Cookbook
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