{"id":10453,"date":"2022-04-06T16:00:23","date_gmt":"2022-04-06T11:30:23","guid":{"rendered":"https:\/\/pars.host\/blog\/?p=10453"},"modified":"2023-12-31T21:06:21","modified_gmt":"2023-12-31T17:36:21","slug":"google-bert","status":"publish","type":"post","link":"https:\/\/pars.host\/blog\/google-bert\/","title":{"rendered":"\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 BERT \u0686\u06cc\u0633\u062a\u061f"},"content":{"rendered":"<p style=\"text-align: justify;\">\u0642\u0628\u0644\u0627 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0627\u06cc \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 <a href=\"https:\/\/pars.host\/blog\/google-algorithm\/\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06af\u0648\u06af\u0644<\/a> \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0644\u0627\u0635\u0647 \u0648 \u0645\u0641\u06cc\u062f \u062f\u0631 \u062e\u0635\u0648\u0635 \u0642\u0648\u0627\u0646\u06cc\u0646 \u06af\u0648\u06af\u0644 \u0635\u062d\u0628\u062a \u06a9\u0631\u062f\u06cc\u0645. \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u060c \u062f\u0631 \u0637\u0648\u0644 \u0633\u0627\u0644\u060c \u0628\u0627\u0631\u0647\u0627 \u0648 \u0628\u0627\u0631\u0647\u0627 \u0622\u067e\u062f\u06cc\u062a \u0648 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f \u062a\u0627 \u0646\u062a\u06cc\u062c\u062a\u0627 \u0633\u0627\u06cc\u062a \u0648 \u0645\u062d\u062a\u0648\u0627\u06cc \u062e\u0648\u0628 \u0627\u0632 \u0628\u062f \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u0646\u062f. \u06cc\u06a9 \u0633\u0627\u06cc\u062a \u0648 \u0645\u062d\u062a\u0648\u0627\u06cc \u062e\u0648\u0628\u060c \u0647\u0645\u06cc\u0634\u0647 \u0634\u0627\u0646\u0633 \u0628\u0631\u0646\u062f\u0647 \u0634\u062f\u0646 \u0631\u0627 \u062f\u0627\u0631\u062f \u067e\u0633 \u0648\u0642\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0648\u0631 \u0632\u062f\u0646 \u06af\u0648\u06af\u0644 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0622\u0646 \u0647\u062f\u0631 \u0646\u062f\u0647\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u06a9\u0645\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u00a0<strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 BERT<\/strong> \u06cc\u0627 \u06af\u0648\u06af\u0644 \u0628\u0631\u062a \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06af\u0648\u06af\u0644 \u0628\u0631\u062a \u06cc\u06a9\u06cc \u0627\u0632 <strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u06af\u0648\u06af\u0644 \u062f\u0631 \u0633\u0626\u0648<\/strong> \u0627\u0633\u062a. \u0634\u0646\u0627\u062e\u062a \u0628\u0647\u062a\u0631 \u0648 \u0628\u06cc\u0634\u062a\u0631 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0645\u0648\u062c\u0628 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u0627\u06cc\u062a \u0648 \u06cc\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0633\u0627\u06cc\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0648 \u0631\u0628\u0627\u062a \u0647\u0627\u06cc \u0622\u0646 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u0645\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 BERT \u0686\u06cc\u0633\u062a\u061f \u0648 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f\u061f \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.<\/p>\n<h2 style=\"text-align: justify;\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 BERT \u0686\u06cc\u0633\u062a\u061f<\/h2>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u06cc\u0645\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0628\u0631\u062a \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u06af\u0648\u06af\u0644 \u062f\u0631 \u0633\u0626\u0648 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f9 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f \u0627\u0633\u062a. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0648 \u0631\u0628\u0627\u062a \u0647\u0627\u06cc \u06af\u0648\u06af\u0644\u060c \u0631\u0648\u0632 \u0628\u0647 \u0631\u0648\u0632 \u062f\u0631 \u062d\u0627\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0633\u062a\u0646\u062f \u062a\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u0647\u062a\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f. \u0628\u0631\u062a \u0645\u062e\u0641\u0641 \u0639\u0628\u0627\u0631\u062a \u06a9\u0644\u0645\u0647 <span style=\"color: #ff0000;\"><strong>B<\/strong><\/span>idirectional <span style=\"color: #ff0000;\"><strong>E<\/strong><\/span>ncoder <strong><span style=\"color: #ff0000;\">R<\/span><\/strong>epresentations from <span style=\"color: #ff0000;\"><strong>T<\/strong><\/span>ransformers \u0648 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062d\u062a\u0648\u0627\u06cc \u062e\u0648\u0628 \u0648 \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06af\u0648\u06af\u0644 \u0628\u0627 \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0648\u062c\u0628 \u0634\u062f \u062a\u0627 \u062f\u0631\u06a9 \u0645\u0637\u0644\u0628 \u0631\u0628\u0627\u062a \u0647\u0627\u06cc \u06af\u0648\u06af\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u0639\u0646\u0627\u06cc\u06cc \u0645\u062d\u062a\u0648\u0627 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f. BERT \u0645\u062f\u0644\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646 \u0631\u0648\u0632\u0645\u0631\u0647 \u0648 \u0645\u062d\u0627\u0648\u0631\u0647 \u0627\u0633\u062a. \u0647\u0645\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u0648\u062c\u0628 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0645\u0648\u062a\u0648\u0631 \u062c\u0633\u062a\u062c\u0648 \u06af\u0648\u06af\u0644\u060c \u062d\u062a\u06cc \u06a9\u0648\u0686\u06a9\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u062b\u0644 \u062d\u0631\u0648\u0641 \u0627\u0636\u0627\u0641\u0647 \u06cc\u0627 \u062d\u0631\u0648\u0641 \u0631\u0628\u0637 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u0648\u062c\u0628 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u062d\u062a\u06cc \u067e\u0631\u0633\u0634 \u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u06a9\u0647 \u0639\u0645\u0648\u0645\u0627 \u0628\u0627 \u0632\u0628\u0627\u0646 \u0639\u0627\u0645\u06cc\u0627\u0646\u0647 \u0648 \u0631\u0648\u0632\u0645\u0631\u0647 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f \u0646\u06cc\u0632\u060c \u0628\u0647 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u062f\u0631\u0633\u062a \u0648 \u0645\u0634\u062e\u0635 \u0628\u0631\u0633\u0646\u062f. BERT\u060c \u0628\u0647 \u06af\u0648\u06af\u0644 \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0634\u062e\u06cc\u0635 \u0645\u0631\u062a\u0628\u0637 \u0628\u0648\u062f\u0646 \u0645\u062d\u062a\u0648\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u062f\u0642\u062a \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10454 size-full\" src=\"https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u06af\u0648\u06af\u0644-\u0628\u0631\u062a.png\" alt=\"\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0628\u0631\u062a\" width=\"832\" height=\"283\" srcset=\"https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u06af\u0648\u06af\u0644-\u0628\u0631\u062a.png 832w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u06af\u0648\u06af\u0644-\u0628\u0631\u062a-450x153.png 450w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u06af\u0648\u06af\u0644-\u0628\u0631\u062a-130x44.png 130w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u06af\u0648\u06af\u0644-\u0628\u0631\u062a-768x261.png 768w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u06af\u0648\u06af\u0644-\u0628\u0631\u062a-150x51.png 150w\" sizes=\"auto, (max-width: 832px) 100vw, 832px\" \/><\/p>\n<p style=\"text-align: justify;\">\u0628\u0627 \u06cc\u06a9 \u062c\u0633\u062a\u062c\u0648\u06cc \u0633\u0627\u062f\u0647 \u0645\u062a\u0648\u062c\u0647 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u06af\u0648\u06af\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u060c \u0639\u0628\u0627\u0631\u062a \u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u0634\u062f\u0647 \u062f\u06cc\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0646\u06cc\u0632 \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u0631\u0628\u0637 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0627\u0646\u062f\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u0634\u0645\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u062f\u0647\u062f. \u0642\u0628\u0644 \u0627\u0632 \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u060c \u06af\u0648\u06af\u0644 \u062a\u0641\u0627\u0648\u062a \u06a9\u0644\u0645\u0627\u062a \u0631\u0628\u0637 \u0645\u0627\u0646\u0646\u062f \u0627\u0632\u060c \u0628\u0647\u060c \u0628\u0627 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0646\u0645\u06cc\u062f\u0627\u062f. \u062a\u0646\u0647\u0627 \u06a9\u0644\u0645\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0635\u0644\u06cc \u062c\u0633\u062a\u062c\u0648 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06af\u0648\u06af\u0644 \u0642\u0627\u0628\u0644 \u062f\u0631\u06a9 \u0628\u0648\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644:<\/p>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0639\u0628\u0627\u0631\u062a \u0631\u0627\u0647 \u0647\u0627\u06cc \u0631\u0641\u062a\u0646 \u0628\u0647 \u062a\u0647\u0631\u0627\u0646 \u0648 \u0631\u0627\u0647 \u0647\u0627\u06cc \u0631\u0641\u062a\u0646 \u0627\u0632 \u062a\u0647\u0631\u0627\u0646 \u0628\u0647.. \u0631\u0627 \u067e\u06cc\u0634 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u060c \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc \u06a9\u0631\u062f\u06cc\u062f\u060c \u06af\u0648\u06af\u0644 \u062a\u0641\u0627\u0648\u062a\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0644\u0645\u0627\u062a \u0628\u0647 \u0648 \u0627\u0632 \u0642\u0627\u0626\u0644 \u0646\u0628\u0648\u062f \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0646\u0645\u06cc\u062f\u0627\u062f. \u0627\u0645\u0627 \u0628\u0627 \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0631\u0646\u06a9 \u0628\u0631\u06cc\u0646 \u0648 \u0628\u0639\u062f \u0627\u0632 \u0622\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 BERT \u062f\u0631\u06a9 \u06af\u0648\u06af\u0644 \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u0631\u0628\u0637 \u0648 \u0632\u0628\u0627\u0646 \u0645\u062d\u0627\u0648\u0631\u0647 \u0627\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u067e\u06cc\u0634 \u0634\u062f. \u0645\u0648\u0636\u0648\u0639\u06cc \u06a9\u0647 \u0628\u0647 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u0647\u062a\u0631\u06cc \u0645\u0646\u062c\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0632\u06cc\u0631\u0627:<\/p>\n<blockquote>\n<p style=\"text-align: center;\">\u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646 + \u062f\u0642\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0648\u0626\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 = \u0646\u062a\u0627\u06cc\u062c \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0628\u0647 \u0647\u062f\u0641 \u062c\u0633\u062a\u062c\u0648\u06cc \u06a9\u0627\u0631\u0628\u0631<\/p>\n<\/blockquote>\n<h3 id=%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85-%da%af%d9%88%da%af%d9%84-%d8%a8%d8%b1%d8%aa-%da%86%d9%87-%d8%aa%d8%a7%d8%ab%db%8c%d8%b1%db%8c-%d8%af%d8%b1-%d8%b3%d8%a6%d9%88-%d8%af%d8%a7%d8%b1%d8%af>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0628\u0631\u062a \u0686\u0647 \u062a\u0627\u062b\u06cc\u0631\u06cc \u062f\u0631 \u0633\u0626\u0648 \u062f\u0627\u0631\u062f\u061f<\/h3>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0642\u0633\u0645\u062a \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0628\u0631\u062a \u0622\u0634\u0646\u0627 \u0634\u062f\u06cc\u0645. \u0627\u0645\u0627 \u062d\u0627\u0644 \u0633\u0648\u0627\u0644 \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 BERT \u0686\u0647 \u062a\u0627\u062b\u06cc\u0631\u06cc \u062f\u0631 \u06af\u0648\u06af\u0644 \u062f\u0627\u0631\u062f\u061f \u0628\u0631\u0627\u06cc \u067e\u0627\u0633\u062e \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0648\u0627\u0644 \u0628\u062f \u0646\u06cc\u0633\u062a \u0628\u0647 \u06cc\u06a9 \u0634\u0648\u062e\u06cc \u062c\u0627\u0644\u0628 \u06a9\u0647 \u062f\u0631 \u062e\u0635\u0648\u0635 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 BERT \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u062c\u0627\u0632\u06cc \u062a\u0631\u0646\u062f \u0634\u062f\u0647 \u0628\u0648\u062f\u060c \u0627\u0634\u0627\u0631\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<p style=\"text-align: justify;\">\u06f1\u06f0 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc BERT \u06af\u0648\u06af\u0644:<\/p>\n<p style=\"text-align: justify;\">\u06f1- You<br \/>\n\u06f2- Can\u2019t<br \/>\n\u06f3- Optimize<br \/>\n\u06f4- For<br \/>\n\u06f5- A<br \/>\n\u06f6- Deep<br \/>\n\u06f7- Learning<br \/>\n\u06f8- NLP<br \/>\n\u06f9- Algorithm<br \/>\n\u06f1\u06f0- Write for humans<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647\u062a\u0631 \u0628\u06af\u0648\u06cc\u06cc\u0645\u060c \u0647\u06cc\u0686 \u06a9\u0627\u0631\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0634\u0645\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0633\u0627\u06cc\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.\u00a0\u0622\u0642\u0627\u06cc \u062f\u0646\u06cc \u0633\u0627\u0644\u06cc\u0648\u0627\u0646\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0634\u0627\u062e\u0635 \u06af\u0648\u06af\u0644 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u062a\u0648\u0626\u06cc\u062a\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u0628\u0627\u0631\u0647 \u0645\u06cc \u06af\u0648\u06cc\u062f:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-10462 size-full\" src=\"https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u062a\u0648\u0626\u06cc\u062a-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062f\u0646\u06cc-\u0633\u0627\u0644\u06cc\u0648\u0627\u0646.png\" alt=\"\u062a\u0648\u0626\u06cc\u062a \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0646\u06cc \u0633\u0627\u0644\u06cc\u0648\u0627\u0646\" width=\"838\" height=\"392\" srcset=\"https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u062a\u0648\u0626\u06cc\u062a-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062f\u0646\u06cc-\u0633\u0627\u0644\u06cc\u0648\u0627\u0646.png 838w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u062a\u0648\u0626\u06cc\u062a-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062f\u0646\u06cc-\u0633\u0627\u0644\u06cc\u0648\u0627\u0646-450x211.png 450w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u062a\u0648\u0626\u06cc\u062a-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062f\u0646\u06cc-\u0633\u0627\u0644\u06cc\u0648\u0627\u0646-130x61.png 130w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u062a\u0648\u0626\u06cc\u062a-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062f\u0646\u06cc-\u0633\u0627\u0644\u06cc\u0648\u0627\u0646-768x359.png 768w, https:\/\/pars.host\/blog\/wp-content\/uploads\/2022\/04\/\u062a\u0648\u0626\u06cc\u062a-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062f\u0646\u06cc-\u0633\u0627\u0644\u06cc\u0648\u0627\u0646-150x70.png 150w\" sizes=\"auto, (max-width: 838px) 100vw, 838px\" \/><\/p>\n<p style=\"text-align: justify;\">\u0647\u06cc\u0686 \u0631\u0648\u0634 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc BERT \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f. \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u062c\u062f\u06cc\u062f \u062a\u0646\u0647\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0645\u0627 \u0631\u0627 \u0647\u0648\u0634\u0645\u0646\u062f \u062a\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u0648 \u0627\u06cc\u0646 \u06cc\u0639\u0646\u06cc \u0628\u0647\u062a\u0631 \u0645\u06cc\u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u062d\u062a\u0648\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0646\u0648\u0634\u062a\u0647 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u0645. \u062a\u0646\u0647\u0627 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0633\u0627\u06cc\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 \u0628\u0631\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c <a href=\"https:\/\/pars.host\/blog\/what-is-search-intent\/\">\u062f\u0631\u06a9 \u0647\u062f\u0641 \u062c\u0633\u062a\u062c\u0648 \u06a9\u0627\u0631\u0628\u0631<\/a> \u0648 \u0628\u0639\u062f \u0627\u0632 \u0622\u0646 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627 \u0627\u0633\u062a.<\/p>\n<h3 style=\"text-align: justify;\">\u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0648\u06af\u0644 BERT \u0686\u06af\u0648\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627 \u06a9\u0646\u06cc\u0645\u061f<\/h3>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u06cc\u0645 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0633\u0627\u06cc\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u060c \u0647\u06cc\u0686 \u06a9\u0627\u0631\u06cc \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f. \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u06a9 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u0645\u0648\u062a\u0648\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u06af\u0648\u06af\u0644 \u0628\u0627 \u06a9\u0645\u06a9 <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" target=\"_blank\" rel=\"noopener nofollow\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u0627\u0633\u062a\u060c \u06a9\u0647 \u0628\u0647 \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0648 \u0628\u06cc\u0634\u062a\u0631 \u0646\u06cc\u0627\u0632 \u0645\u062e\u0627\u0637\u0628 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0645\u062d\u0627\u0648\u0631\u0647 \u0648 \u0631\u0648\u0632\u0645\u0631\u0647 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f. \u06cc\u0639\u0646\u06cc \u06af\u0648\u06af\u0644 \u0628\u0639\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u060c \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u06a9\u0648\u0626\u0631\u06cc \u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u0634\u062f\u0647 \u062f\u0631 \u06af\u0648\u06af\u0644 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0645\u0631\u06a9\u0632 \u062e\u0648\u062f \u0631\u0627 \u0631\u0648\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u06af\u0630\u0627\u0631\u06cc\u062f. \u0647\u0631\u0686\u0647 \u062a\u0644\u0627\u0634 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc <a href=\"https:\/\/pars.host\/blog\/how-to-create-content\/\">\u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a<\/a>\u060c \u0628\u06cc\u0634\u062a\u0631 \u06a9\u0646\u06cc\u062f. \u0645\u0648\u0641\u0642 \u062a\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f. \u0686\u0648\u0646 \u062f\u0631 \u0647\u0631 \u0635\u0648\u0631\u062a\u060c \u062a\u0645\u0631\u06a9\u0632 \u06af\u0648\u06af\u0644 \u0628\u0631 \u0631\u0648\u06cc \u0631\u062a\u0628\u0647 \u0628\u0646\u062f\u06cc \u0633\u0627\u06cc\u062a \u0647\u0627 \u0648 \u0645\u062d\u062a\u0648\u0627\u0647\u0627\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0633\u062a \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 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