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Learning Microsoft Cognitive Services

You're reading from   Learning Microsoft Cognitive Services Use Cognitive Services APIs to add AI capabilities to your applications

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Product type Paperback
Published in Sep 2018
Publisher Packt
ISBN-13 9781789800616
Length 312 pages
Edition 3rd Edition
Languages
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Author (1):
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Leif Larsen Henning Larsen Leif Larsen Henning Larsen
Author Profile Icon Leif Larsen Henning Larsen
Leif Larsen Henning Larsen
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Toc

Table of Contents (14) Chapters Close

Preface 1. Getting Started with Microsoft Cognitive Services FREE CHAPTER 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 A. LUIS Entities B. 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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