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Learning Microsoft Cognitive Services, - Third Edition

You're reading from  Learning Microsoft Cognitive Services, - Third Edition

Product type Book
Published in Sep 2018
Publisher Packt
ISBN-13 9781789800616
Pages 312 pages
Edition 3rd Edition
Languages
Author (1):
Leif Larsen Leif Larsen
Profile icon Leif Larsen

Table of Contents (17) Chapters

Learning Microsoft Cognitive Services - Third Edition
Contributors
Acknowledgments
Preface
1. Getting Started with Microsoft Cognitive Services 2. Analyzing Images to Recognize a Face 3. Analyzing Videos 4. Letting Applications Understand Commands 5. Speaking with Your Application 6. Understanding Text 7. Building Recommendation Systems for Businesses 8. Querying Structured Data in a Natural Way 9. Adding Specialized Searches 10. Connecting the Pieces LUIS Entities License Information Index

Correcting spelling errors


The Bing Spell Check API leverages the power of machine learning and statistical machine translation to train and evolve a highly contextual algorithm for spellchecking. Doing so allows us to utilize this to perform spellchecking using context.

A typical spellchecker will follow dictionary-based rule sets. As you can imagine, this will need continuous updates and expansions.

Using the Bing Spell Check API, we can recognize and correct slang and informal language. It can recognize common naming errors and correct word-breaking issues. It can detect and correct words that sound the same, but differ in meaning and spelling (homophones). It can also detect and correct brands and popular expressions.

Create a new View in the View folder; call the file SpellCheckView.xaml. Add a TextBox element for the input query. We will also need two TextBox elements for the pre- and post-context. Add a TextBox element to show the result and a Button element to execute the spellcheck...

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