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Richard M. Reese - Natural Language Processing with Java [2015, PDF/EPUB/MOBI/AZW3, ENG]

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Post 22-Sep-2016 01:00

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Natural Language Processing with Java
Год издания: 2015
Автор: Richard M. Reese
Жанр или тематика: Программирование
Издательство: Packt Publishing
ISBN: 9781784391799
Язык: Английский
Формат: PDF/EPUB/MOBI/AZW3
Качество: Издательский макет или текст (eBook)
Интерактивное оглавление: Да
Количество страниц: 262
Описание: Natural Language Processing (NLP) is an important area of application development and its relevance in addressing contemporary problems will only increase in the future. There has been a significant increase in the demand for natural language-accessible applications supported by NLP tasks.
Natural Language Processing with Java will explore how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. It covers concepts of NLP that even those of you without a background in statistics or natural language processing can understand.
What You Will Learn
- Develop a deep understanding of the basic NLP tasks and how they relate to each other
- Discover and use the available tokenization engines
- Implement techniques for end of sentence detection
- Apply search techniques to find people and things within a document
- Construct solutions to identify parts of speech within sentences
- Use parsers to extract relationships between elements of a document
- Integrate basic tasks to tackle more complex NLP problems

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Table of Contents
1: Introduction to NLP
2: Finding Parts of Text
3: Finding Sentences
4: Finding People and Things
5: Detecting Part of Speech
6: Classifying Texts and Documents
7: Using Parser to Extract Relationships
8: Combined Approaches
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