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Natural Language Processing with Java and LingPipe Cookbook Cover

Natural Language Processing with Java and LingPipe Cookbook

Over 60 effective recipes to develop your Natural Language Processing (NLP) skills quickly and effectively

Publisher:Packt Publishing Limited
Paid access
|Dec 2014
Product purchase options

Key Features

    Book Description

    This book is for experienced Java developers with NLP needs, whether academics, industrialists, or hobbyists. A basic knowledge of NLP terminology will be beneficial.

    What you will learn

    • Master a broad range of classification techniques for text data
    • Track people, concepts, and things in data, within and across documents
    • Understand the importance of evaluation in creation of NLP applications and how to do it
    • Yield best practices for common textanalytics problems
    • Tune systems for high performance and trade off various aspects of the performance curve
    • Become a master in customizing NLP systems at all levels
    • Build systems for nontokenized languages such as Chinese and Japanese

    Who this book is for

    Table of Contents

    1. Care and Feeding of Simple Classifiers
    2. Finding ?Words?
    3. Working with Words and Phrases Alone
    4. Linguistically Suspect Issues: Document Parsing and Data Bases
    5. Thing Spotting/Tracking
    6. Signal Recovery and Clustering
    7. Working with the State of the Industry Technologies
    PDF ISBN: 978-1-78328-468-9
    Publisher: Packt Publishing Limited
    Copyright owner: © 2014 Packt Publishing Limited
    Publication date: 2014
    Language: English
    Pages: 312

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