Natural Language Processing with Python

Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit Free PDF Download

Book Description:

This ebook gives a noticeably on hand creation to herbal language processing, the sphere that helps a whole lot of language technologies, from predictive textual content and e-mail filtering to automated summarization and translation. With it, you`ll discover ways to write Python applications that paintings with big collections of unstructured textual content. You’ll get right of entry to richly annotated datasets the use of a complete variety of linguistic information structures, and you may apprehend the principle algorithms for studying the content material and shape of written communication.

Packed with examples and exercises, Natural Language Processing with Python will assist you: Extract facts from unstructured textual content, both to bet the subject or identify “named entities” Analyze linguistic shape in textual content, which includes parsing and semantic evaluation Access famous linguistic databases, which includes WordNet and treebanks Integrate strategies drawn from fields as various as linguistics and synthetic intelligence

This ebook will assist you benefit sensible competencies in herbal language processing the use of the Python programming language and the Natural Language Toolkit (NLTK) open supply library. If you are interested by growing net applications, studying multilingual information sources, or documenting endangered languages — or in case you are certainly curious to have a programmer’s angle on how human language works — you will locate Natural Language Processing with Python each captivating and immensely useful.

 

Table of contents :

0. Preface
1. Language Processing and Python
2. Accessing Text Corpora and Lexical Resources
3. Processing Raw Text
4. Writing Structured Programs
5. Categorizing and Tagging Words (minor fixes still required)
6. Learning to Classify Text
7. Extracting Information from Text
8. Analyzing Sentence Structure
9. Building Feature Based Grammars
10. Analyzing the Meaning of Sentences (minor fixes still required)
11. Managing Linguistic Data (minor fixes still required)
12. Afterword: Facing the Language Challenge
Bibliography
Term Index

 

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Natural language processing with Python

Author(s): Loper, Edward;Bird, Steven;Klein, Ewan

Publisher: O’Reilly, Year: 2009

ISBN: 9780596516499,0596516495

 

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


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