Table of Contents
Preface
Part 1: Getting Started with Natural Language Processing and Networks
1
Introducing Natural Language Processing
Technical requirements
What is NLP?
Why NLP in a network analysis book?
A very brief history of NLP
How has NLP helped me?
Simple text analysis
Community sentiment analysis
Answer previously unanswerable questions
Safety and security
Common uses for NLP
True/False – Presence/Absence
Regular expressions (regex)
Word counts
Sentiment analysis
Information extraction
Community detection
Clustering
Advanced uses of NLP
Chatbots and conversational agents
Language modeling
Text summarization
Topic discovery and modeling
Text-to-speech and speech-to-text conversion
MT
Personal assistants
How can a beginner get started ...
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