As I had no idea what a book titled Taming Text might be about (other than "taming text"), I thought I'd include the descrption of the book from its Manning page:
SUMMARY Taming Text is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book guides you through examples illustrating each of these topics, as well as the foundations upon which they are built.
ABOUT THIS BOOK There is so much text in our lives, we are practically drowning in it. Fortunately, there are innovative tools and techniques for managing unstructured information that can throw the smart developer a much-needed lifeline. You'll find them in this book.
Taming Text is a practical, example-driven guide to working with text in real applications. This book introduces you to useful techniques like full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. You'll explore real use cases as you systematically absorb the foundations upon which they are built.
Written in a clear and concise style, this book avoids jargon, explaining the subject in terms you can understand without a background in statistics or natural language processing. Examples are in Java, but the concepts can be applied in any language.
WHAT'S INSIDE When to use text-taming techniques
Important open-source libraries like Solr and Mahout
How to build text-processing applications
I like to think of Taming Text as an engineer's practical guide to text-based applications like search and natural language processing with examples using popular open source tools like Apache Solr and Lucene. In many ways, we (the authors) wanted to write the book we all wish we had way back when we started in this field. Our target audience is people who are new to text-based applications or new to the tools we introduce. If you are looking for a hard core explanation of the math underlying this stuff, this book is likely not for you. However, if you want a good sense of the concepts and issues involved with building a real text-based application, we hope you will find the book useful.