{"id":10956,"date":"2019-12-10T09:14:18","date_gmt":"2019-12-10T09:14:18","guid":{"rendered":"https:\/\/www.improvemysearchranking.com\/?p=10956"},"modified":"2023-12-05T11:45:02","modified_gmt":"2023-12-05T11:45:02","slug":"bing-reveals-using-bert-google","status":"publish","type":"post","link":"https:\/\/www.improvemysearchranking.com\/bing-reveals-using-bert-google\/","title":{"rendered":"Bing reveals that it has been using BERT before Google"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Last month, Google introduced BERT \u2014 Bidirectional Encoder Representations from Transformers \u2014 which would help Google better understand online search queries with proper context.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The algorithm update made many headlines about what it is, what\u2019s its impact going to be, and what search engine professionals and content marketers need to do right to ensure their websites do not go down in the SERPs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, now Bing revealed in a <\/span><a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/bing-delivers-its-largest-improvement-in-search-experience-using-azure-gpus\/\"><span style=\"font-weight: 400;\">recent blog post<\/span><\/a><span style=\"font-weight: 400;\"> that it has been using BERT before Google and at a larger scale, too. This is what the blog post mentioned:<\/span><!--more--><\/p>\n<p><i><span style=\"font-weight: 400;\">\u201cOver the last couple of years, deep learning has become widely adopted across the Bing search stack and powers a vast number of our intelligent features. We use natural language models to improve our core search algorithm\u2019s understanding of a user\u2019s search intent and the related webpages so that Bing can deliver the most relevant search results to our users.\u201d<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">The post also specifically mentioned BERT. It added:<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">\u201cRecently, there was a breakthrough in natural language understanding with a type of model called transformers (as popularized by Bidirectional Encoder Representations from Transformers, BERT).\u00a0 Starting from April of this year, we used large transformer models to deliver the largest quality improvements to our Bing customers in the past year.\u201d<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">The post also highlighted the following example on how it is changing the results on the search engine results pages.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In the above example, Bing mentions that the word \u201caggravate\u201d indicates that the user\u2019s motive is to learn more about the actions that can be taken after a concession.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Before BERT, the #1 result would have been about the causes and symptoms, which does not really align with the user\u2019s search intent. However, after BERT, the result that Bing returns with is a page that acknowledges concussion and talks about the various steps that can be taken.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bing also admitted that applying a deep learning model like BERT on a worldwide scale for web search is an expensive feature. This is a reason why we won\u2019t see many other search engines adopting the BERT technology right away, which can be a competitive advantage for search engines that do use this new natural language processing technique.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Last month, Google introduced BERT \u2014 Bidirectional Encoder Representations from Transformers \u2014 which would help Google better understand online search queries with proper context. The algorithm update made many headlines about what it is, what\u2019s its impact going to be, and what search engine professionals and content marketers need to do right to ensure their [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":17906,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_oct_exclude_from_cache":false,"inline_featured_image":false},"categories":[33,37],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bing reveals that it has been using BERT before Google | IMSR<\/title>\n<meta name=\"description\" content=\"Last month, Google introduced BERT \u2014 Bidirectional Encoder Representations from Transformers \u2014 which would help Google. 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