{"id":4295,"date":"2019-12-11T11:16:22","date_gmt":"2019-12-11T10:16:22","guid":{"rendered":"https:\/\/prodblog.wenet.pl\/?p=4295"},"modified":"2023-09-04T22:55:50","modified_gmt":"2023-09-04T20:55:50","slug":"globalne-uruchomienie-algorytmu-bert-od-google","status":"publish","type":"post","link":"https:\/\/wenet.pl\/blog\/globalne-uruchomienie-algorytmu-bert-od-google\/","title":{"rendered":"Globalne uruchomienie algorytmu BERT od Google"},"content":{"rendered":"<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4296 colorbox-4295 lazyload\" data-src=\"https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Google_Bert-e1576058690186.png\" alt=\"Globalne_uruchomienie_algorytmu_BERT_od_Google\" width=\"880\" height=\"595\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 880px; --smush-placeholder-aspect-ratio: 880\/595;\" \/><\/p>\n<p>Google uruchomi\u0142 algorytm BERT na ca\u0142ym \u015bwiecie w ponad 70 j\u0119zykach. Napisa\u0142 o tym na swoim Twitterze pracownik Google \u2013 Danny Sallivan.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">BERT, our new way for Google Search to better understand language, is now rolling out to over 70 languages worldwide. It initially launched in Oct. for US English. You can read more about BERT below &amp; a full list of languages is in this thread&#8230;. <a href=\"https:\/\/t.co\/NuKVdg6HYM\">https:\/\/t.co\/NuKVdg6HYM<\/a><\/p>\n<p>&mdash; Google SearchLiaison (@searchliaison) <a href=\"https:\/\/twitter.com\/searchliaison\/status\/1204152378292867074?ref_src=twsrc%5Etfw\">December 9, 2019<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h2><strong>Czym jest BERT Update od Google?<\/strong><\/h2>\n<p><strong>BERT<\/strong> \u2013 to technologia, kt\u00f3ra powinna spowodowa\u0107, \u017ce wyszukiwarka b\u0119dzie jeszcze lepiej rozumie\u0107 kontekst zapyta\u0144 u\u017cytkownik\u00f3w, czyli ich naturalny j\u0119zyk, by w bardziej precyzyjny spos\u00f3b odnajdowa\u0107 odpowiedzi na nie. Algorytm BERT pozwoli zwi\u0119kszy\u0107 skuteczno\u015b\u0107 wyszukiwania d\u0142ugich zapyta\u0144 u\u017cytkownik\u00f3w, a tak\u017ce zapyta\u0144 z przyimkami.<img decoding=\"async\" class=\"aligncenter size-full wp-image-4298 colorbox-4295 lazyload\" data-src=\"https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google.jpg\" alt=\"Czym_jest_BERT_Update_od_Google\" width=\"1000\" height=\"625\" data-srcset=\"https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google.jpg 1000w, https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google-200x125.jpg 200w, https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google-480x300.jpg 480w, https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google-768x480.jpg 768w, https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google-696x435.jpg 696w, https:\/\/wenet.pl\/blog\/wp-content\/uploads\/2019\/12\/Czym_jest_BERT_Update_od_Google-672x420.jpg 672w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1000px; --smush-placeholder-aspect-ratio: 1000\/625;\" \/><\/p>\n<p>Nowy algorytm nie analizuje pojedynczych s\u0142\u00f3w, tylko ca\u0142e zapytanie, kt\u00f3re albo u\u017cytkownik wpisuje w pole wyszukiwania albo podczas u\u017cycia wyszukiwania g\u0142osowego. Warto wspomnie\u0107, \u017ce BERT Update to najwi\u0119ksza rewolucja w wyszukiwaniu od <a href=\"https:\/\/wenet.pl\/blog\/rankbrain-sztuczna-inteligencja-zamiast-algorytmu-w-google\/\">czas\u00f3w pojawienia si\u0119 RankBrain<\/a>. Przewiduje si\u0119, \u017ce nowy algorytm pozwoli polepszy\u0107 ok. 10% wynik\u00f3w wyszukiwania.<\/p>\n<h2><strong>Nowy algorytm Google \u2013 BERT od teraz w j\u0119zyku polskim!<\/strong><\/h2>\n<p>Technologia przetwarzania zapyta\u0144 u\u017cytkownik\u00f3w w j\u0119zyku naturalnym BERT zosta\u0142a wprowadzona po raz pierwszy w 2018 roku. Wprowadzenie technologii BERT w j\u0119zyku angielskim rozpocz\u0119\u0142o si\u0119 w pa\u017adzierniku 2019 roku.<\/p>\n<p>Google BERT, sta\u0142 si\u0119 dost\u0119pny w 72 j\u0119zykach. W\u015br\u00f3d dost\u0119pnych j\u0119zyk\u00f3w znalaz\u0142 si\u0119 tak\u017ce j\u0119zyk polski. Do tego czasu technologia by\u0142a dost\u0119pna jedynie w j\u0119zyku angielskim w Stanach Zjednoczonych. Ca\u0142\u0105 list\u0119 dost\u0119pnych j\u0119zyk\u00f3w w ramach tego algorytmu mo\u017cna zobaczy\u0107 w opublikowanych przez Google tweetach:<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"in\" dir=\"ltr\">BERT is rolling out for: Afrikaans, Albanian, Amharic, Arabic, Armenian, Azeri, Basque, Belarusian, Bulgarian, Catalan, Chinese (Simplified &amp; Taiwan), Croatian, Czech, Danish, Dutch, English, Estonian, Farsi, Finnish, French, Galician, Georgian, German, Greek, Gujarati&#8230;. (MORE)<\/p>\n<p>&mdash; Google SearchLiaison (@searchliaison) <a href=\"https:\/\/twitter.com\/searchliaison\/status\/1204152379777650689?ref_src=twsrc%5Etfw\">December 9, 2019<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"in\" dir=\"ltr\">Hebrew, Hindi, Hungarian, Icelandic, Indonesian, Italian, Japanese, Javanese, Kannada, Kazakh, Khmer, Korean, Kurdish, Kyrgyz, Lao, Latvian, Lithuanian, Macedonian<br \/>Malay (Brunei Darussalam &amp; Malaysia), Malayalam, Maltese, Marathi, Mongolian, Nepali, Norwegian, Polish&#8230;. (MORE)<\/p>\n<p>&mdash; Google SearchLiaison (@searchliaison) <a href=\"https:\/\/twitter.com\/searchliaison\/status\/1204152381061107714?ref_src=twsrc%5Etfw\">December 9, 2019<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"in\" dir=\"ltr\">Portuguese, Punjabi, Romanian, Russian, Serbian, Sinhalese, Slovak, Slovenian, Swahili, Swedish, Tagalog, Tajik, Tamil, Telugu, Thai, Turkish, Ukrainian, Urdu, Uzbek &amp; Vietnamese.<\/p>\n<p>&mdash; Google SearchLiaison (@searchliaison) <a href=\"https:\/\/twitter.com\/searchliaison\/status\/1204152382436913156?ref_src=twsrc%5Etfw\">December 9, 2019<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">And yes, Spanish!<\/p>\n<p>&mdash; Google SearchLiaison (@searchliaison) <a href=\"https:\/\/twitter.com\/searchliaison\/status\/1204154786477756417?ref_src=twsrc%5Etfw\">December 9, 2019<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>&nbsp;<\/p>\n<p>\u0179r\u00f3d\u0142o: <a href=\"https:\/\/www.searchenginejournal.com\/google-bert-rolls-out-worldwide\/339359\/\">https:\/\/www.searchenginejournal.com\/google-bert-rolls-out-worldwide\/339359\/<\/a><\/p><div class=\"gafvl69f4eb69553b2\" ><!-- Komunikacja z klientem -->\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-8265bd58-ea47-4c6a-9f25-dd290dd6f8c8\"><span class=\"hs-cta-node hs-cta-8265bd58-ea47-4c6a-9f25-dd290dd6f8c8\" id=\"hs-cta-8265bd58-ea47-4c6a-9f25-dd290dd6f8c8\"><!--[if lte IE 8]><div id=\"hs-cta-ie-element\"><\/div><![endif]--><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/25646044\/8265bd58-ea47-4c6a-9f25-dd290dd6f8c8\" target=\"_blank\" rel=\"noopener\"><img class=\"hs-cta-img colorbox-4295 lazyload\" id=\"hs-cta-img-8265bd58-ea47-4c6a-9f25-dd290dd6f8c8\" style=\"border-width:0px;\" data-src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/25646044\/8265bd58-ea47-4c6a-9f25-dd290dd6f8c8.png\"  alt=\"Nowe wezwanie do dzia\u0142ania\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js-eu1.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(25646044, '8265bd58-ea47-4c6a-9f25-dd290dd6f8c8', {\"useNewLoader\":\"true\",\"region\":\"eu1\"}); 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<\/script><\/span><!-- end HubSpot Call-to-Action Code -->\n<\/div><style type=\"text\/css\">\r\n@media screen and (min-width: 1201px) {\r\n.dubzl69f4eb6955274 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.dubzl69f4eb6955274 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.dubzl69f4eb6955274 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.dubzl69f4eb6955274 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.dubzl69f4eb6955274 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<div class=\"dqyze69f4eb6955219\" ><!-- Strategia marketingowa -->\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-9d4aa58d-1ab7-4301-b000-ac3d639abc98\"><span class=\"hs-cta-node hs-cta-9d4aa58d-1ab7-4301-b000-ac3d639abc98\" id=\"hs-cta-9d4aa58d-1ab7-4301-b000-ac3d639abc98\"><!--[if lte IE 8]><div id=\"hs-cta-ie-element\"><\/div><![endif]--><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/25646044\/9d4aa58d-1ab7-4301-b000-ac3d639abc98\" target=\"_blank\" rel=\"noopener\"><img class=\"hs-cta-img colorbox-4295 lazyload\" id=\"hs-cta-img-9d4aa58d-1ab7-4301-b000-ac3d639abc98\" style=\"border-width:0px;\" data-src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/25646044\/9d4aa58d-1ab7-4301-b000-ac3d639abc98.png\"  alt=\"Nowe wezwanie do dzia\u0142ania\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js-eu1.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(25646044, '9d4aa58d-1ab7-4301-b000-ac3d639abc98', {\"useNewLoader\":\"true\",\"region\":\"eu1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code -->\n<\/div><style type=\"text\/css\">\r\n@media screen and (min-width: 1201px) {\r\n.dqyze69f4eb6955219 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.dqyze69f4eb6955219 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.dqyze69f4eb6955219 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.dqyze69f4eb6955219 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.dqyze69f4eb6955219 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<div class=\"kehhb69f4eb69551bd\" ><!-- Social Media -->\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-387c3571-1376-4b17-bb02-3ee7c0d54013\"><span class=\"hs-cta-node hs-cta-387c3571-1376-4b17-bb02-3ee7c0d54013\" id=\"hs-cta-387c3571-1376-4b17-bb02-3ee7c0d54013\"><!--[if lte IE 8]><div id=\"hs-cta-ie-element\"><\/div><![endif]--><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/25646044\/387c3571-1376-4b17-bb02-3ee7c0d54013\" target=\"_blank\" rel=\"noopener\"><img class=\"hs-cta-img colorbox-4295 lazyload\" id=\"hs-cta-img-387c3571-1376-4b17-bb02-3ee7c0d54013\" style=\"border-width:0px;\" data-src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/25646044\/387c3571-1376-4b17-bb02-3ee7c0d54013.png\"  alt=\"Nowe wezwanie do dzia\u0142ania\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js-eu1.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(25646044, '387c3571-1376-4b17-bb02-3ee7c0d54013', {\"useNewLoader\":\"true\",\"region\":\"eu1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code -->\n<\/div><style type=\"text\/css\">\r\n@media screen and (min-width: 1201px) {\r\n.kehhb69f4eb69551bd {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.kehhb69f4eb69551bd {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.kehhb69f4eb69551bd {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.kehhb69f4eb69551bd {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.kehhb69f4eb69551bd {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<div class=\"ifcgu69f4eb6955169\" ><!-- Copywriting -->\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-0d4fb5f3-b88d-4456-a7be-207e7a27d1d8\"><span class=\"hs-cta-node hs-cta-0d4fb5f3-b88d-4456-a7be-207e7a27d1d8\" id=\"hs-cta-0d4fb5f3-b88d-4456-a7be-207e7a27d1d8\"><!--[if lte IE 8]><div id=\"hs-cta-ie-element\"><\/div><![endif]--><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/25646044\/0d4fb5f3-b88d-4456-a7be-207e7a27d1d8\" target=\"_blank\" rel=\"noopener, nofollow\"><img class=\"hs-cta-img colorbox-4295 lazyload\" id=\"hs-cta-img-0d4fb5f3-b88d-4456-a7be-207e7a27d1d8\" style=\"border-width:0px;\" data-src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/25646044\/0d4fb5f3-b88d-4456-a7be-207e7a27d1d8.png\"  alt=\"e-book Jak tworzy\u0107 tre\u015bci, kt\u00f3re przyci\u0105gn\u0105 Twoich klient\u00f3w\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js-eu1.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(25646044, '0d4fb5f3-b88d-4456-a7be-207e7a27d1d8', {\"useNewLoader\":\"true\",\"region\":\"eu1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code -->\n<\/div><style type=\"text\/css\">\r\n@media screen and (min-width: 1201px) {\r\n.ifcgu69f4eb6955169 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.ifcgu69f4eb6955169 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.ifcgu69f4eb6955169 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.ifcgu69f4eb6955169 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.ifcgu69f4eb6955169 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<div class=\"jisal69f4eb695511e\" ><!-- SEO1 -->\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-2e440e3a-91d6-4b6d-8268-289ea3a8329b\"><span class=\"hs-cta-node hs-cta-2e440e3a-91d6-4b6d-8268-289ea3a8329b\" id=\"hs-cta-2e440e3a-91d6-4b6d-8268-289ea3a8329b\"><!--[if lte IE 8]><div id=\"hs-cta-ie-element\"><\/div><![endif]--><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/25646044\/2e440e3a-91d6-4b6d-8268-289ea3a8329b\" target=\"_blank\" rel=\"noopener\"><img class=\"hs-cta-img colorbox-4295 lazyload\" id=\"hs-cta-img-2e440e3a-91d6-4b6d-8268-289ea3a8329b\" style=\"border-width:0px;\" data-src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/25646044\/2e440e3a-91d6-4b6d-8268-289ea3a8329b.png\"  alt=\"e-book SEO lokalne od A do Z\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js-eu1.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(25646044, '2e440e3a-91d6-4b6d-8268-289ea3a8329b', {\"useNewLoader\":\"true\",\"region\":\"eu1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code -->\n<\/div><style type=\"text\/css\">\r\n@media screen and (min-width: 1201px) {\r\n.jisal69f4eb695511e {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.jisal69f4eb695511e {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.jisal69f4eb695511e {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.jisal69f4eb695511e {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.jisal69f4eb695511e {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n<div class=\"aaitb69f4eb69550cd\" ><!-- SEM -->\n<!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-f76cfdbf-3591-4dda-828b-092125eedb42\"><span class=\"hs-cta-node hs-cta-f76cfdbf-3591-4dda-828b-092125eedb42\" id=\"hs-cta-f76cfdbf-3591-4dda-828b-092125eedb42\"><!--[if lte IE 8]><div id=\"hs-cta-ie-element\"><\/div><![endif]--><a href=\"https:\/\/hubspot-cta-redirect-eu1-prod.s3.amazonaws.com\/cta\/redirect\/25646044\/f76cfdbf-3591-4dda-828b-092125eedb42\" target=\"_blank\" rel=\"noopener\"><img class=\"hs-cta-img colorbox-4295 lazyload\" id=\"hs-cta-img-f76cfdbf-3591-4dda-828b-092125eedb42\" style=\"border-width:0px;\" data-src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/25646044\/f76cfdbf-3591-4dda-828b-092125eedb42.png\"  alt=\"e-book Jak promowa\u0107 firm\u0119 na lokalnym rynku\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js-eu1.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(25646044, 'f76cfdbf-3591-4dda-828b-092125eedb42', {\"useNewLoader\":\"true\",\"region\":\"eu1\"}); 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<\/script><\/span><!-- end HubSpot Call-to-Action Code -->\n            <\/div><\/div><style type=\"text\/css\">\r\n@media screen and (min-width: 1201px) {\r\n.bvyhm69f4eb6955065 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 993px) and (max-width: 1200px) {\r\n.bvyhm69f4eb6955065 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 769px) and (max-width: 992px) {\r\n.bvyhm69f4eb6955065 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (min-width: 768px) and (max-width: 768px) {\r\n.bvyhm69f4eb6955065 {\r\ndisplay: block;\r\n}\r\n}\r\n@media screen and (max-width: 767px) {\r\n.bvyhm69f4eb6955065 {\r\ndisplay: block;\r\n}\r\n}\r\n<\/style>\r\n\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;4295&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;4&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;3&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;3\\\/5 - (4 ocena)&quot;,&quot;size&quot;:&quot;22&quot;,&quot;title&quot;:&quot;Globalne uruchomienie algorytmu BERT od Google&quot;,&quot;width&quot;:&quot;78.5&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} ocena)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; 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Napisa\u0142 o tym na swoim Twitterze pracownik Google \u2013 Danny Sallivan. BERT, our new way for Google Search to better understand language, is now rolling out to over 70 languages worldwide. It initially launched in Oct. for US English. 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