Natural Language Processing with Java and LingPipe Cookbook
| By: | Breck Baldwin, Krishna Dayanidhi |
| Publisher: | Packt Publishing |
| Print ISBN: | 9781783284672 |
| eText ISBN: | 9781783284689 |
| Edition: | 1 |
| Copyright: | 2014 |
| Format: | Reflowable |
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Table of Contents
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