Google Rich Snippets Extension for Magento 2

Recently Google has announced about the impact of the page speed on the overall Google search ranking.

Web pages that deliver a slower experience due to slow loading speed for users will be affected by this new update.

However, those web pages with the relevant content and high quality will still strive.Mobile devices are one of the most used things when you want to search for anything on the internet while on the move.

Whereas site speed is the speed at which users see and interact with the content.What determines the website page speed?Let’s look into the factors affecting the page speed.1) Your website hostingThe web hosting company and server that you choose to host your website has a great impact on the speed at which your web pages load for your visitors.

The intention of saving few funds and choosing some cheap offer can damage your page speed in the long run.

But a highly themed website with lot many graphical effects can affect your page loading time.

Microsoft Bing is rolling out its large-scale multilingual spelling correction models, jointly known as Speller100, globally with high accuracy and memory in 100+ languages.According to Bing, around 15% of all search queries performed by users have spelling errors, which can trigger wrong answers and substandard search results.In order to tackle this particular problem, Bing has built Speller100, which as per the company itself, is “the most comprehensive spelling correction system ever made.”After performing A/B testing, the company saw these results:The number of SERPs with no results decreased by about 30%.The number of times people had to reframe their search queries manually reduced by 5%.The number of times people clicked on Bing’s spelling suggestion rose from single digits to 67%.The number of times people clicked on anything on the page increased from single digits to 70%.Wondering how Bing achieved this?

Continue reading to find out more about Speller100.REFINING SPELLING CORRECTION IN BING SEARCH RESULTSSpelling correction has been a priority for Bing for a long time now.

With the addition of more languages from all around, the search engine is now taking things a step further.In its blog, the company said that it intends to expand its existing spelling correction service to 100+ languages to make Bing more all-embracing while setting the same high standard for quality that the company had set for the initial few dozen languages.The rollout of Speller100 indicates major progress for the search engine, which has been made possible because of the latest developments in AI technology.Bing has clearly explained the technology behind Speller100 in its recent blog.

However, here are a few primary details of the search engine’s new spelling correction system.BING’S NEW SPELLER100 TECHNOLOGYThe company gives credit to zero-shot learning for making the Speller100 possible.Zero-shot learning enables AI models to precisely learn and correct misspellings even for a low resource or no resource languages.

And that is the type of problem zero-shot learning is built to resolve.According to the company, zero-shot learning is a crucial element in Bing’s Speller100 that lets them expand even to languages that have little to no data available.SPELLING CORRECTION IS DIFFERENT FROM NATURAL LANGUAGE PROCESSINGStating the difference, Bing said that even though we have seen significant advancements being made in natural language processing, spelling correction is entirely a different task.We can broadly classify spelling mistakes into two types: Real-word error: This happens when the word is correct but does not fit in the larger context.Non-word error: This happens when the word itself is not in the vocabulary for a particular language.The company has developed a deep learning approach, inspired by Facebook’s BART model, to correct such spelling mistakes.

In their Speller100 model, Bing frames spelling correction as a character-level problem.