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Natural Language Processing with Java

You're reading from   Natural Language Processing with Java Techniques for building machine learning and neural network models for NLP

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Product type Paperback
Published in Jul 2018
Publisher
ISBN-13 9781788993494
Length 318 pages
Edition 2nd Edition
Languages
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Authors (2):
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Ashish Bhatia Ashish Bhatia
Author Profile Icon Ashish Bhatia
Ashish Bhatia
Richard M. Reese Richard M. Reese
Author Profile Icon Richard M. Reese
Richard M. Reese
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Toc

Table of Contents (14) Chapters Close

Preface 1. Introduction to NLP FREE CHAPTER 2. Finding Parts of Text 3. Finding Sentences 4. Finding People and Things 5. Detecting Part of Speech 6. Representing Text with Features 7. Information Retrieval 8. Classifying Texts and Documents 9. Topic Modeling 10. Using Parsers to Extract Relationships 11. Combined Pipeline 12. Creating a Chatbot 13. Other Books You May Enjoy

Chatbot architecture

A chatbot is nothing but a computer program that can chat with a user and perform certain levels of tasks on behalf of the user. Chatbots seem to have a direct connection between the user's problem and the solution. The main aspects of chatbots are as follows:

  • Simple chatbot: Regarding this type of chatbot, the user will type some text, mostly in the form of questions, and the bot will respond with an appropriate reply in the form of text.
  • Conversational chatbot: This type of chatbot is aware of the context of the conversation and maintains the state. The response to user text is in the form of a conversation according to the user.
  • AI chatbot: This type of chatbot learns from the training data provided to it, which is prepared from many different scenarios or from a long log of conversations from the past.

The main aspect of a chatbot is to generate...

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