Natural Language Processing with Java – Second Edition
eBook Details:
- Paperback: 318 pages
- Publisher: WOW! eBook; 2nd Revised edition (July 31, 2018)
- Language: English
- ISBN-10: 1788993497
- ISBN-13: 978-1788993494
eBook Description:
Natural Language Processing with Java, 2nd Edition: Explore various approaches to organize and extract useful text from unstructured data using Java
Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The Natural Language Processing with Java, Second Edition teaches you how to perform language analysis with the help of Java libraries, while constantly gaining insights from the outcomes.
You’ll start by understanding how NLP and its various concepts work. Having got to grips with the basics, you’ll explore important tools and libraries in Java for NLP, such as CoreNLP, OpenNLP, Neuroph, and Mallet. You’ll then start performing NLP on different inputs and tasks, such as tokenization, model training, parts-of-speech and parsing trees. You’ll learn about statistical machine translation, summarization, dialog systems, complex searches, supervised and unsupervised NLP, and more.
- Understand basic NLP tasks and how they relate to one another
- Discover and use the available tokenization engines
- Apply search techniques to find people, as well as things, within a document
- Construct solutions to identify parts of speech within sentences
- Use parsers to extract relationships between elements of a document
- Identify topics in a set of documents
- Explore topic modeling from a document
By the end of this Natural Language Processing with Java, 2nd Edition book, you’ll have learned more about NLP, neural networks, and various other trained models in Java for enhancing the performance of NLP applications.
