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中文名: 使用Python进行自然语言处理

原名: Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit

作者: Steven Bird
Ewan Klein
Edward Loper

图书分类: 软件

资源格式: PDF

版本: 英文文字版

出版社: O’Reilly

书号: 978-0596516499

发行时间: 2009年07月07日

地区: 美国

语言: 英文

简介: 

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内容介绍：

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.

Packed with examples and exercises, Natural Language Processing with Python will help you:

Extract information from unstructured text, either to guess the topic or identify "named entities"
Analyze linguistic structure in text, including parsing and semantic analysis
Access popular linguistic databases, including WordNet and treebanks
Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence

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