Grammar Suggestions: Google Docs’ AI Grammar Checker The next frontier is to provide context-specific suggestions. It has adequately tackled the basic mechanics of writing from spelling, grammar, and sentence structure as well as being able to help with clarity and readability of text. So, although the company has a history of adding new checks such as to identify vagueness or plagiarism to improve your writing, expect this new infusion of funds to allow the company to add staff in an effort to continue improvements to its algorithm and the editing it can do. Although the company has made great strides in improving grammar, grammatically correct writing doesn't necessarily mean it is compelling or concise. In 2017, investors General Catalyst, IVP and Spark Capital committed $110 million to the already profitable company to help it further enhance its capabilities. That's one of the reasons the company switched in 2010 to a consumer service from targeting enterprise customers so it would have access to a larger data set and a more significant opportunity. The more text it is exposed to, the better it can make appropriate suggestions. The feedback the system gets through humans when they ignore a proposed suggestion helps the system get smarter and provides the human linguists working with the input of the machine on how to make the system better. In addition, Grammarly’s system uses natural language processing to analyze every nuance of language down to the character level and all the way up to words and full paragraphs of text. This text corpus-a huge compilation human researchers organized and labeled so the AI could understand it-showed, as an example, not only proper uses of punctuation, grammar and spelling, but incorrect applications so the machine could learn the difference. How does it work? Just like with other machine learning algorithms, Grammarly's artificial intelligence system was originally provided with a lot of high-quality training data to teach the algorithm by showing it examples of what proper grammar looks like. Grammarly switched from a subscription-only model to a freemium model in 2015 to provide more access to users.

Users can download the Grammarly Keyboard for their mobile devices, add an extension to Chrome, Firefox, Safari, Microsoft Edge, use the Grammarly Desktop App or download a plug-in for Microsoft Office so the algorithm can spell and grammar check on Word, social media and Outlook. Since its 2009 inception, cloud-based Grammarly has grown to more than 15 million daily active users and is often one of the top-ranked grammar checkers.

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