Natural Language Processing with Python (Google eBook)
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication.
This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.
What people are saying - Write a review
Review: Natural Language Processing with PythonUser Review - Dave Peticolas - Goodreads
A wonderful introduction to natural language processing using the NLTK toolkit. This book also serves as an introduction to Python for those new to the language (and to programming, though the pace is ... Read full review
Review: Natural Language Processing with PythonUser Review - David Rauschenbach - Goodreads
In my 24 years as a software engineer, this is the best technical book I have ever read. I It represents the state of the art in technical writing style. Where most technical books age quickly, this ... Read full review
Chapter 2 Accessing Text Corpora and Lexical Resources
Chapter 3 Processing Raw Text
Chapter 4 Writing Structured Programs
Chapter 5 Categorizing and Tagging Words
Chapter 6 Learning to Classify Text
Chapter 7 Extracting Information from Text
Chapter 8 Analyzing Sentence Structure