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
- Care and Feeding of Simple Classifiers
- Finding ?Words?
- Working with Words and Phrases Alone
- Linguistically Suspect Issues: Document Parsing and Data Bases
- Thing Spotting/Tracking
- Signal Recovery and Clustering
- Working with the State of the Industry Technologies
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