{"id":1844,"date":"2024-10-30T11:53:15","date_gmt":"2024-10-30T11:53:15","guid":{"rendered":"https:\/\/linen-vulture-703400.hostingersite.com\/?p=1844"},"modified":"2024-10-30T11:53:19","modified_gmt":"2024-10-30T11:53:19","slug":"nb-dmt","status":"publish","type":"post","link":"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/","title":{"rendered":"NB-DMT: \u0643\u0644 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u062a\u0647"},"content":{"rendered":"<p>\u062d\u0642\u064a\u0642\u0629 \u0645\u0630\u0647\u0644\u0629: \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0628\u0627\u064a\u064a\u0632\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (<strong>NB-DMT<\/strong>) \u0632\u064a\u0627\u062f\u0629 \u062f\u0642\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 30%. \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629 \u0647\u0630\u0647 \u0639\u0644\u0649 \u0625\u062d\u062f\u0627\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0629. \u0641\u0647\u064a \u062a\u0641\u062a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u062a\u0645\u0627\u0645\u0627\u064b \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629.<\/p>\n\n\n\n<p>\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u0646\u0644\u0642\u064a \u0646\u0638\u0631\u0629 \u0645\u062a\u0639\u0645\u0642\u0629 \u0639\u0644\u0649 <strong>NB-DMT<\/strong> \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627. \u0633\u0646\u0646\u0627\u0642\u0634 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0645\u062c\u0627\u0644\u0627\u062a \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0648\u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0643\u0627\u0645\u0646\u0629 \u0648\u0631\u0627\u0621\u0647\u0627. \u0648\u064a\u0634\u0645\u0644 \u0630\u0644\u0643 <strong>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong>, <strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong> \u0648 <strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong>.<\/p>\n\n\n\n<p>\u0643\u0645\u0627 \u0646\u0644\u0642\u064a \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 <strong>\u0627\u0644\u062a\u062d\u0648\u064a\u0644<\/strong>, <strong>\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a<\/strong>, <strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong> \u0648 <strong>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/strong>. \u0623\u062e\u064a\u0631\u064b\u0627\u060c \u0646\u0642\u062f\u0645 \u0623\u0645\u062b\u0644\u0629 \u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>NB-DMT<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55-1024x585.jpeg\" alt=\"\" class=\"wp-image-1848\" srcset=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55-1024x585.jpeg 1024w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55-300x171.jpeg 300w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55-768x439.jpeg 768w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55-18x10.jpeg 18w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55-504x288.jpeg 504w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-55.jpeg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u062a\u0628\u062f\u064a\u0644 \u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u062a\u0628\u062f\u064a\u0644<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Wichtige_Erkenntnisse\" >\u0646\u062a\u0627\u0626\u062c \u0645\u0647\u0645\u0629<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Was_ist_NB-DMT\" >\u0645\u0627 \u0647\u0648 NB-DMT\u061f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Definition_und_Grundlagen_von_NB-DMT\" >\u062a\u0639\u0631\u064a\u0641 \u0648\u0623\u0633\u0627\u0633\u064a\u0627\u062a NB-DMT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Anwendungsbereiche_von_NB-DMT\" >\u0645\u062c\u0627\u0644\u0627\u062a \u062a\u0637\u0628\u064a\u0642 NB-DMT<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Neurale_Netze_und_maschinelles_Lernen\" >\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Deep_Learning_und_kunstliche_Intelligenz\" >\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Neuronale_Netzwerkarchitekturen_fur_NB-DMT\" >\u0628\u0646\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644 NB-DMT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Trainingsmethoden_und_Optimierungsalgorithmen\" >\u0637\u0631\u0642 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Naturliche_Sprachverarbeitung_mit_NB-DMT\" >\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 NB-DMT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Vektorisierung_und_Worteinbettungen\" >\u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u064a \u0648\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Vom_Text_zu_numerischen_Vektoren\" >\u0645\u0646 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u0639\u062f\u062f\u064a\u0629<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Visualisierung_von_Worteinbettungen\" >\u062a\u0635\u0648\u0631 \u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Neuronale_Maschinelle_Ubersetzung\" >\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Sequenz-zu-Sequenz-Lernen\" >\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u062a\u0633\u0644\u0633\u0644 \u0625\u0644\u0649 \u062a\u0633\u0644\u0633\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Attention-Mechanismen\" >\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#NB-DMT_fur_verbesserte_Ubersetzungsqualitat\" >NB-DMT \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Transformer-Architekturen_und_NB-DMT\" >\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0648 NB-DMT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Anwendungsbeispiele_und_Best_Practices\" >\u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Fazit\" >\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#FAQ\" >\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Was_ist_NB-DMT-2\" >\u0645\u0627 \u0647\u0648 NB-DMT\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Welche_Anwendungsbereiche_hat_NB-DMT\" >\u0645\u0627 \u0647\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u062a\u0637\u0628\u064a\u0642 NB-DMT\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Wie_funktionieren_neuronale_Netze_und_maschinelles_Lernen_in_NB-DMT\" >\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a NB-DMT\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Welche_Rolle_spielen_Vektorisierung_und_Worteinbettungen_in_NB-DMT\" >\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u064a\u0644\u0639\u0628\u0647 \u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u064a \u0648\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0641\u064a NB-DMT\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Wie_funktioniert_die_neuronale_maschinelle_Ubersetzung_in_NB-DMT\" >\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0641\u064a NB-DMT\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Wie_wird_die_Qualitat_der_Ubersetzungen_mit_NB-DMT_verbessert\" >\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 NB-DMT \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Welche_Rolle_spielen_Transformer-Architekturen_in_NB-DMT\" >\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u0644\u0639\u0628\u0647 \u0628\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0641\u064a NB-DMT\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/gbl-eshop.net\/ar\/nb-dmt\/#Welche_Anwendungsbeispiele_und_Best_Practices_gibt_es_fur_NB-DMT\" >\u0645\u0627 \u0647\u064a \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0644 NB-DMT\u061f<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Wichtige_Erkenntnisse\"><\/span>\u0646\u062a\u0627\u0626\u062c \u0645\u0647\u0645\u0629<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0632\u064a\u062f NB-DMT \u0645\u0646 \u062f\u0642\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 30%<\/li>\n\n\n\n<li>\u064a\u064f\u062d\u062f\u062b NB-DMT \u062b\u0648\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0648\u064a\u0641\u062a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a<\/li>\n\n\n\n<li>\u064a\u0639\u062a\u0645\u062f NB-DMT \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629, <strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong> \u0648\u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629 <strong><a href=\"https:\/\/gbl-eshop.net\/ar\/\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629<\/a><\/strong><\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u062d\u0648\u064a\u0644<\/strong>, <strong>\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a<\/strong> \u0648 <strong>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/strong> \u0645\u0641\u0627\u0647\u064a\u0645 \u0645\u0647\u0645\u0629 \u0641\u064a NB-DMT<\/li>\n\n\n\n<li>\u064a\u0642\u062f\u0645 NB-DMT \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0648\u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Was_ist_NB-DMT\"><\/span>\u0645\u0627 \u0647\u0648 NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>NB-DMT\u060c \u0648\u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0644\u0639\u0628\u0627\u0631\u0629 \"\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u0635\u0628\u064a\u0629\"\u060c \u0647\u064a \u062a\u0642\u0646\u064a\u0629 \u062c\u062f\u064a\u062f\u0629. \u0648\u0647\u064a \u062a\u0633\u062a\u062e\u062f\u0645 <em>\u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/em> \u0648 <em>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/em>. \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Definition_und_Grundlagen_von_NB-DMT\"><\/span>\u062a\u0639\u0631\u064a\u0641 \u0648\u0623\u0633\u0627\u0633\u064a\u0627\u062a NB-DMT<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u0633\u062a\u062e\u062f\u0645 NB-DMT <em>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/em>\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0644\u063a\u0629 \u064a\u0637\u0648\u0631 <em>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0631\u062c\u0645\u0629<\/em>\u0648\u0627\u0644\u062a\u064a \u062a\u062a\u0645\u064a\u0632 \u0628\u0640 <strong>\u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong> \u062a\u0635\u0628\u062d \u0623\u0641\u0636\u0644. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Anwendungsbereiche_von_NB-DMT\"><\/span>\u0645\u062c\u0627\u0644\u0627\u062a \u062a\u0637\u0628\u064a\u0642 NB-DMT<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><em>NB-DMT<\/em> \u0644\u0647 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642. \u0641\u0647\u0648 \u064a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a <em>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629<\/em>, <em>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635<\/em> \u0648 <em>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/em> \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629.<\/p>\n\n\n\n<p>\u0643\u0645\u0627 \u0623\u0646\u0647 \u064a\u062d\u0633\u0646 \u0645\u0646 <em>\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u064a\u0646 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0648\u0627\u0644\u0622\u0644\u0629<\/em>. \u0648\u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0637\u0648\u064a\u0631 <em>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0648\u0627\u0631<\/em>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<p class=\"responsive-video-wrap clr\"><iframe title=\"\u0623\u0646\u0627 \u0623\u062e\u062a\u0628\u0631 &quot;\u0627\u0644\u0643\u0648\u0643\u0627\u064a\u064a\u0646 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a&quot; - \u062a\u062c\u0631\u0628\u0629 \u0643\u0646\u0627 \u0627\u0644\u0630\u0627\u062a\u064a\u0629\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/uNXN4d3EUbA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Neurale_Netze_und_maschinelles_Lernen\"><\/span>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u064a\u0648\u062c\u062f \u0641\u064a \u0645\u0631\u0643\u0632 NB-DMT <strong>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong> \u0648 <strong>\u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u0645\u0643\u0651\u0646\u0647\u0627 \u0645\u0646 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0645\u0647\u0645\u0629.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>\u0623\u064a\u0636\u0627\u064b <em>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/em> \u0647\u0648 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062f\u0627\u0641\u0639\u0629 \u0648\u0631\u0627\u0621 NB-DMT. \u0625\u0646\u0647 \u0645\u0641\u0647\u0648\u0645 \u0631\u0626\u064a\u0633\u064a.<\/p>\n\n\n\n<p>\u0647\u0646\u0627\u0643 \u0637\u0631\u064a\u0642\u062a\u0627\u0646 \u0631\u0626\u064a\u0633\u064a\u062a\u0627\u0646: <em>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641<\/em> \u0648 <em>\u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641<\/em>. \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u062a\u062d\u062a \u0627\u0644\u0625\u0634\u0631\u0627\u0641\u060c \u062a\u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u0631\u0648\u0641\u0629. \u0648\u0647\u0630\u0627 \u064a\u0645\u0643\u0651\u0646\u0647\u0627 \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0646\u0628\u0624\u0627\u062a.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641<\/strong> \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u062d\u062a\u0649 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0635\u0648\u0635.<\/p>\n\n\n\n<p>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a <em>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/em> \u0648 <em>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635<\/em> \u0645\u0647\u0645\u0629 \u0623\u064a\u0636\u064b\u0627. \u0641\u0647\u064a \u062a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644. \u0648\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54-1024x585.jpeg\" alt=\"\" class=\"wp-image-1847\" srcset=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54-1024x585.jpeg 1024w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54-300x171.jpeg 300w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54-768x439.jpeg 768w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54-18x10.jpeg 18w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54-504x288.jpeg 504w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-54.jpeg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"\u0625\u0646 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0647\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0640 NB-DMT\u060c \u0648\u0647\u064a \u062a\u0645\u0643\u0651\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642.\"<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deep_Learning_und_kunstliche_Intelligenz\"><\/span>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong> \u0648 <strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0645\u0647\u0645\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 <strong>NB-DMT<\/strong>. \u0646\u0646\u0638\u0631 \u0625\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629, <strong>\u0637\u0631\u0642 \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/strong> \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a. \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0645\u0646 \u0623\u062c\u0644 <strong>NB-DMT<\/strong> \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Neuronale_Netzwerkarchitekturen_fur_NB-DMT\"><\/span>\u0628\u0646\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644 NB-DMT<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0640 <strong>NB-DMT<\/strong> \u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0634\u0628\u0643\u0627\u062a \u062e\u0627\u0635\u0629. \u0648\u0647\u064a \u062a\u0633\u062a\u062e\u062f\u0645 <strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong> \u0648 <strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>. \u0648\u0647\u0630\u0627 \u064a\u0645\u0643\u0651\u0646\u0647\u0645 \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u0646\u0635\u0648\u0635.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0639\u0627\u0634 \u0627\u0644\u062a\u0642\u0627\u0639\u062f\u064a \u0627\u0644\u0645\u062a\u0643\u0631\u0631 <strong>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong> (RNNs) \u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u062a\u0633\u0644\u0633\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0643\u0644\u0627\u0645.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNNs) \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/strong> \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u064a\u062d\u0642\u0642\u0627\u0646 \u0646\u062a\u0627\u0626\u062c \u0631\u0627\u0626\u0639\u0629 \u0645\u0639 <strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629<\/strong>.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Trainingsmethoden_und_Optimierungsalgorithmen\"><\/span>\u0637\u0631\u0642 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u0637\u0631\u0642 \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/strong> \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0647\u0645\u0629 \u062c\u062f\u064b\u0627 \u0623\u064a\u0636\u064b\u0627 \u0644 <strong>NB-DMT<\/strong>. \u0641\u0647\u064a \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u0646\u0635\u0648\u0635.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641: \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0634\u0631\u0648\u062d\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641: \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0646\u0635\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u0644\u063a\u0648\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0645\u0639\u0632\u0632: \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0627\u0644\u062a\u064a \u062a\u0643\u064a\u0641 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u0631\u062c\u0645\u0629.<\/li>\n<\/ol>\n\n\n\n<p>\u0627\u0644\u0643\u0641\u0627\u0621\u0629 <strong>\u0637\u0631\u0642 \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/strong> \u0648 <strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/strong> \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0634\u0628\u0643\u0627\u062a <strong>NB-DMT<\/strong> \u0644\u062a\u062d\u0633\u064a\u0646\u0647\u0627. \u0648\u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u0641\u0625\u0646\u0647\u0627 \u062a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52-1024x585.jpeg\" alt=\"\" class=\"wp-image-1845\" srcset=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52-1024x585.jpeg 1024w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52-300x171.jpeg 300w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52-768x439.jpeg 768w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52-18x10.jpeg 18w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52-504x288.jpeg 504w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-52.jpeg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Naturliche_Sprachverarbeitung_mit_NB-DMT\"><\/span>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 NB-DMT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0625\u0646 <strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong> (\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629) \u0645\u0647\u0645\u0629 \u0644\u0644\u063a\u0627\u064a\u0629. \u0641\u0647\u064a \u062a\u0633\u062a\u062e\u062f\u0645 <strong><a href=\"https:\/\/youtu.be\/uNXN4d3EUbA\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/a><\/strong> \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u064a\u062a\u064a\u062d \u0630\u0644\u0643 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0625\u0644\u0649 \u0623\u0631\u0642\u0627\u0645 \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0644\u063a\u0648\u064a\u0627\u062a \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/strong> \u0647\u0648 \u0623\u0633\u0627\u0633 \u0630\u0644\u0643. \u0641\u0647\u0648 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0648\u0645\u0639\u0627\u0646\u064a\u0647\u0627. \u0648\u0647\u0630\u0627 \u064a\u0645\u0643\u0651\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0645\u0647\u0627\u0645 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642<\/th><th>\u0648\u0635\u0641<\/th><\/tr><tr><td><strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635<\/strong><\/td><td>\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0644\u0644\u0646\u0635\u0648\u0635 \u0648\u0641\u0642\u0627\u064b \u0644\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0623\u0648 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0644\u0648\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0623\u062e\u0631\u0649<\/td><\/tr><tr><td><strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong><\/td><td>\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0625\u0644\u0649 \u0644\u063a\u0627\u062a \u0623\u062e\u0631\u0649\u060c \u0645\u0639 \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u0633\u064a\u0627\u0642<\/td><\/tr><tr><td>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/td><td>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0632\u0627\u062c\u064a\u0629 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0623\u0648 \u0627\u0644\u0633\u0644\u0628\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u062d\u0627\u064a\u062f\u0629 \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u064a\u064f\u0639\u062f \u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u062c\u0632\u0621\u0627\u064b \u0645\u0647\u0645\u0627\u064b \u0645\u0646 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u0633\u0627\u0639\u062f NB-DMT \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53-1024x585.jpeg\" alt=\"\" class=\"wp-image-1846\" srcset=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53-1024x585.jpeg 1024w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53-300x171.jpeg 300w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53-768x439.jpeg 768w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53-18x10.jpeg 18w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53-504x288.jpeg 504w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-53.jpeg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Vektorisierung_und_Worteinbettungen\"><\/span>\u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u064a \u0648\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>\u0627\u0644\u062a\u062d\u0648\u064a\u0644<\/strong> \u0645\u0647\u0645 \u0644\u0644\u063a\u0627\u064a\u0629 \u0641\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635<\/strong>. \u0641\u0647\u0648 \u064a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0625\u0644\u0649 \u0645\u062a\u062c\u0647\u0627\u062a \u0631\u0642\u0645\u064a\u0629 \u064a\u0645\u0643\u0646 \u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0648\u0645\u0639\u0627\u0646\u064a\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Vom_Text_zu_numerischen_Vektoren\"><\/span>\u0645\u0646 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u0639\u062f\u062f\u064a\u0629<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u062c\u0628 \u062c\u0639\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0645\u0641\u0647\u0648\u0645\u0629 \u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631. \u062a\u0642\u0648\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0630\u0648 \u0627\u0644\u0646\u0642\u0637\u0629 \u0627\u0644\u0648\u0627\u062d\u062f\u0629 \u0628\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0625\u0644\u0649 \u0645\u062a\u062c\u0647\u0627\u062a. \u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0643\u064a\u0641\u064a\u0629 \u0627\u0631\u062a\u0628\u0627\u0637 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0628\u0628\u0639\u0636\u0647\u0627 \u0627\u0644\u0628\u0639\u0636.<\/p>\n\n\n\n<p>\u064a\u0633\u0645\u062d \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0625\u0644\u0649 \u0646\u0627\u0642\u0644\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Visualisierung_von_Worteinbettungen\"><\/span>\u062a\u0635\u0648\u0631 \u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0645\u0646\u0629<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u064f\u0638\u0647\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 t-SNE <strong>\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a<\/strong> \u0641\u064a \u0627\u0644\u063a\u0631\u0641 \u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f.<\/li>\n\n\n\n<li>\u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n\n\n\n<li>\u0647\u0630\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0641\u0647\u0645 \u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<p>\u064a\u064f\u0639\u062f\u0651 \u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u064a \u0648\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0641\u064a \u063a\u0627\u064a\u0629 \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u0641\u0647\u064a \u0623\u0633\u0627\u0633 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 NB-DMT.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Neuronale_Maschinelle_Ubersetzung\"><\/span>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0625\u0646 <strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u0628\u062f\u0623\u064b \u062c\u062f\u064a\u062f\u0627\u064b. \u0648\u064a\u0637\u0644\u0642 \u0639\u0644\u064a\u0647 <strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u062a\u0633\u0644\u0633\u0644 \u0625\u0644\u0649 \u062a\u0633\u0644\u0633\u0644<\/strong>. \u062a\u062a\u0645 \u062a\u0631\u062c\u0645\u0629 \u062c\u0645\u0644\u0629 \u0625\u0644\u0649 \u0644\u063a\u0629 \u0623\u062e\u0631\u0649. <em>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<\/em> \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Sequenz-zu-Sequenz-Lernen\"><\/span>\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u062a\u0633\u0644\u0633\u0644 \u0625\u0644\u0649 \u062a\u0633\u0644\u0633\u0644<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u062a\u062a\u0639\u0644\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0645\u0628\u0627\u0634\u0631\u0629. \u0648\u0647\u064a \u062c\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u063a\u0627\u062a. \u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062f\u0648\u0646 \u0642\u0648\u0627\u0639\u062f \u0623\u0648 \u0642\u0648\u0627\u0645\u064a\u0633.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Attention-Mechanismen\"><\/span>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><em>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<\/em> \u0645\u0647\u0645\u0629 \u062c\u062f\u0627\u064b. \u0641\u0647\u064a \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629. \u0648\u064a\u0646\u062a\u062c \u0639\u0646 \u0630\u0644\u0643 \u062a\u0631\u062c\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u0627\u0644\u0645\u0641\u0647\u0648\u0645<\/th><th>\u0648\u0635\u0641<\/th><\/tr><tr><td><strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong><\/td><td>\u0646\u0647\u062c \u0642\u0648\u064a \u0644\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/td><\/tr><tr><td><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u062a\u0633\u0644\u0633\u0644 \u0625\u0644\u0649 \u062a\u0633\u0644\u0633\u0644<\/strong><\/td><td>\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0644\u062a\u0633\u0644\u0633\u0644\u0627\u062a \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0625\u0644\u0649 \u062a\u0633\u0644\u0633\u0644\u0627\u062a \u0645\u062e\u0631\u062c\u0627\u062a<\/td><\/tr><tr><td><strong>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<\/strong><\/td><td>\u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u062f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56-1024x585.jpeg\" alt=\"\" class=\"wp-image-1849\" srcset=\"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56-1024x585.jpeg 1024w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56-300x171.jpeg 300w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56-768x439.jpeg 768w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56-18x10.jpeg 18w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56-504x288.jpeg 504w, https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56.jpeg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"\u0625\u0646 \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0647\u064a \u0645\u0641\u062a\u0627\u062d \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0627\u0644\u0645\u0644\u0627\u0626\u0645\u0629 \u0644\u0644\u0633\u064a\u0627\u0642 \u0641\u064a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629.\"<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"NB-DMT_fur_verbesserte_Ubersetzungsqualitat\"><\/span>NB-DMT \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u0640 <strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> (NB-DMT) \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0646\u0633\u062a\u062e\u062f\u0645 \u0645\u0642\u0627\u064a\u064a\u0633 \u062a\u0642\u064a\u064a\u0645 \u0645\u062b\u0644 <strong>\u0645\u0642\u064a\u0627\u0633 BLEU<\/strong>\u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062a\u062d\u0633\u064a\u0646\u0647.<\/p>\n\n\n\n<p>\u0625\u0646 <strong>\u0645\u0642\u064a\u0627\u0633 BLEU<\/strong> \u064a\u0633\u0627\u0639\u062f\u0646\u0627 \u0639\u0644\u0649 <strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629<\/strong> \u0644\u062a\u0642\u064a\u064a\u0645\u0647\u0627. \u064a\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 <strong>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u0645\u0639 \u062a\u0631\u062c\u0645\u0629 \u0645\u0631\u062c\u0639\u064a\u0629. \u064a\u062a\u064a\u062d \u0644\u0646\u0627 \u0630\u0644\u0643 \u0645\u0639\u0631\u0641\u0629 \u0645\u062f\u0649 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629.<\/p>\n\n\n\n<p>\u0645\u0639 NB-DMT\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u062e\u0630 \u0627\u0644\u0633\u064a\u0627\u0642 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644. \u0641\u0646\u062d\u0646 \u0644\u0627 \u0646\u062a\u0631\u062c\u0645 \u0643\u0644\u0645\u0629 \u0628\u0643\u0644\u0645\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0646\u062a\u0631\u062c\u0645 \u0633\u064a\u0627\u0642 \u0627\u0644\u0646\u0635 \u0623\u064a\u0636\u064b\u0627. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0630\u0627\u062a \u0645\u063a\u0632\u0649.<\/p>\n\n\n\n<p>\u0646\u0639\u0645\u0644 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u0646\u0639\u0645\u0644 \u0628\u0647\u0627 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 <em>\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0645\u0641\u0631\u062f\u0627\u062a<\/em> \u0648 <em>\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629<\/em>. \u0625\u0646 <em>\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629<\/em> \u064a\u0633\u0627\u0639\u062f\u0646\u0627 \u0639\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0639\u0627\u0646\u064a \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/p>\n\n\n\n<p>\u062a\u0639\u062f \u0623\u0646\u0638\u0645\u0629 NB-DMT \u062a\u0642\u062f\u0645\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629. \u0641\u0647\u064a \u062a\u0633\u0627\u0639\u062f\u0646\u0627 \u0639\u0644\u0649 <strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629<\/strong> \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Transformer-Architekturen_und_NB-DMT\"><\/span>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0648 NB-DMT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 <em>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/em> \u062f\u0648\u0631\u064b\u0627 \u0631\u0626\u064a\u0633\u064a\u064b\u0627 \u0641\u064a <em>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NB-DMT)<\/em> \u0644\u0639\u0628\u062a. \u0646\u0645\u0627\u0630\u062c \u0645\u062b\u0644 <em>\u0628\u064a\u0631\u062a<\/em> \u0648 <em>GPT<\/em> \u062a\u062a\u0645\u064a\u0632 \u0628\u0640 <em>\u0622\u0644\u064a\u0629 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0627\u0644\u0630\u0627\u062a\u064a<\/em> \u0648 <em>\u0627\u0644\u0645\u0648\u0627\u0632\u0627\u0629<\/em> \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u063a\u0627\u064a\u0629. \u0641\u0647\u064a \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0643\u0641\u0627\u0621\u0629 \u0623\u0643\u062b\u0631 <em>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/em>.<\/p>\n\n\n\n<p>\u064a\u0623\u062a\u064a \u0646\u062c\u0627\u062d \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0645\u0646 \u0628\u0646\u064a\u062a\u0647\u0627 \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0645\u0646 \u0646\u0648\u0639\u0647\u0627. \u0641\u0647\u064a \u0644\u0627 \u062a\u0639\u0645\u0644 \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u0648\u0644\u0643\u0646\u0647\u0627 \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 <em>\u0622\u0644\u064a\u0629 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0627\u0644\u0630\u0627\u062a\u064a<\/em>. \u0648\u0647\u0630\u0627 \u064a\u0645\u0643\u0651\u0646\u0647\u0645 \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0648 <em>\u062a\u0631\u062c\u0645\u0629<\/em> \u062a\u062d\u0633\u064a\u0646.<\/p>\n\n\n\n<p>\u0625\u0646 <em>\u0627\u0644\u0645\u0648\u0627\u0632\u0627\u0629<\/em> \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u0632\u064a\u062f \u0645\u0646 \u0642\u0648\u062a\u0647\u0627 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0648\u0647\u0630\u0627 \u0645\u0647\u0645 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a <em>NB-DMT<\/em>. \u0625\u0646 \u0645\u0648\u0627\u0635\u0644\u0629 \u062a\u0637\u0648\u064a\u0631 <em>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/em> \u0648 <em>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/em> \u064a\u062c\u0644\u0628 \u0625\u0645\u0643\u0627\u0646\u0627\u062a <em>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/em> \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"\u0644\u0642\u062f \u0623\u062d\u062f\u062b\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u062b\u0648\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 <em>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/em> \u0623\u062d\u062f\u062b\u062a \u062b\u0648\u0631\u0629 \u0648\u0648\u0636\u0639\u062a \u0645\u0639\u0627\u064a\u064a\u0631 \u062c\u062f\u064a\u062f\u0629 \u0644\u0623\u062f\u0627\u0621 <em>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/em> \u0645\u062c\u0645\u0648\u0639\u0629.\"<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Anwendungsbeispiele_und_Best_Practices\"><\/span>\u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>NB-DMT<\/strong> \u062a\u0637\u0648\u0631\u062a \u0628\u0642\u0648\u0629 \u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629. \u0648\u064a\u062c\u0631\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0623\u0643\u062b\u0631 \u0641\u0623\u0643\u062b\u0631 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u0646\u0644\u0642\u064a \u0647\u0646\u0627 \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u0628\u0639\u0636 <em>\u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642<\/em> \u0648 <em>\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a<\/em> \u0639\u0644\u0649. \u0647\u0630\u0647 \u062a\u0648\u0636\u062d \u0645\u062f\u0649 \u0642\u064a\u0645\u0629 <strong>NB-DMT<\/strong> \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a.<\/p>\n\n\n\n<p><strong>NB-DMT<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 <em>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0633\u0644\u0633\u0644 \u0625\u0644\u0649 \u0627\u0644\u062a\u0633\u0644\u0633\u0644<\/em> \u0648 <em>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0648\u0641\u0643 \u0627\u0644\u062a\u0634\u0641\u064a\u0631<\/em>. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u0631\u062c\u0645\u062a\u0647\u0627. <em>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<\/em> \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0633\u064a\u0627\u0642 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0648\u0645\u0639\u0646\u0627\u0647\u0627 \u0628\u062f\u0642\u0629.<\/p>\n\n\n\n<p>\u0645\u062b\u0627\u0644 \u0639\u0644\u0649 <strong>NB-DMT<\/strong> \u0647\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u062f\u0648\u0644\u064a\u064a\u0646. \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a <em>\u062a\u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629<\/em> \u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a. \u0648\u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u0641\u0625\u0646\u0647\u0627 \u062a\u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0644\u063a\u062a\u0647\u0645 \u0627\u0644\u0623\u0645. \u0645\u0646 \u062e\u0644\u0627\u0644 <em>\u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0651\u0645<\/em> \u064a\u0645\u0643\u0646 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062d\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0629. \u0648\u0647\u0630\u0627 \u064a\u062d\u0633\u0646 \u0645\u0646 <strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629<\/strong>.<\/p>\n\n\n\n<p><strong>NB-DMT<\/strong> \u062a\u062a\u064a\u062d \u0623\u064a\u0636\u064b\u0627 <em>\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629<\/em>. \u064a\u0645\u0643\u0646 \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0625\u0644\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u0648\u0641\u0631 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0631\u0648\u0646\u0629 \u0643\u0628\u064a\u0631\u0629 \u0648\u064a\u0648\u0633\u0639 \u0646\u0637\u0627\u0642 \u0648\u0635\u0648\u0644\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u0645\u064a.<\/p>\n\n\n\n<p>\u062a\u0648\u0636\u0650\u0651\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0623\u0646 <strong>NB-DMT<\/strong> \u062a\u0642\u0646\u064a\u0629 \u0642\u0648\u064a\u0629. \u0641\u0647\u064a \u062a\u0642\u062f\u0645 \u0641\u0648\u0627\u0626\u062f \u0645\u0644\u0645\u0648\u0633\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0645\u062b\u0644 <strong>\u062a\u0645\u062b\u064a\u0644\u0627\u062a \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629<\/strong> \u0648 <strong>\u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0651\u0645<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 <strong>NB-DMT<\/strong> \u0625\u0644\u0649 \u0623\u0642\u0635\u0649 \u0625\u0645\u0643\u0627\u0646\u0627\u062a\u0647\u0627. \u0623\u0646\u062a \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u062a\u0631\u062c\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0648\u0645\u0631\u0648\u0646\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Fazit\"><\/span>\u0627\u0644\u062e\u0627\u062a\u0645\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0646\u062a\u0646\u0627\u0648\u0644 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0623\u0647\u0645 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629. \u0641\u0647\u064a \u0645\u0647\u0645\u0629 \u062c\u062f\u0627\u064b \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0640 <strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629<\/strong>. \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 NB-DMT \u0634\u0628\u0643\u0627\u062a \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629. \u0648\u0647\u0630\u0627 \u064a\u062d\u0633\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/p>\n\n\n\n<p>\u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0645\u062b\u0644 \u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\u060c \u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0641\u0647\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629. \u062a\u0633\u0627\u0639\u062f\u0646\u0627 \u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u062f\u0644\u0627\u0644\u064a\u0629. \u0648\u0647\u0630\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629.<\/p>\n\n\n\n<p>\u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 NB-DMT \u0648\u0627\u0639\u062f\u064b\u0627 \u0644\u0644\u063a\u0627\u064a\u0629. \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0641\u0636\u0644 \u062a\u0642\u0631\u0628\u0646\u0627 \u0645\u0646 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629. \u0633\u064a\u0643\u0648\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u062a\u0623\u062b\u064a\u0631 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062a\u0631\u062c\u0645\u0627\u062a\u0646\u0627 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0648\u062a\u0648\u0627\u0635\u0644\u0646\u0627 \u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0642\u0627\u062f\u0645\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Was_ist_NB-DMT-2\"><\/span>\u0645\u0627 \u0647\u0648 NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>NB-DMT \u0647\u064a \u062a\u0642\u0646\u064a\u0629 \u062c\u062f\u064a\u062f\u0629. \u0648\u0647\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629. \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0639\u0646 \u0637\u0631\u064a\u0642 <strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong> \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Welche_Anwendungsbereiche_hat_NB-DMT\"><\/span>\u0645\u0627 \u0647\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u062a\u0637\u0628\u064a\u0642 NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 NB-DMT \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a. \u0648\u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a <strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635<\/strong> \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629. \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0641\u0647\u0645\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Wie_funktionieren_neuronale_Netze_und_maschinelles_Lernen_in_NB-DMT\"><\/span>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0647\u0645\u0627\u0646 \u0641\u064a NB-DMT. \u0641\u0647\u064a \u062a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635. \u0648\u0647\u0630\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Welche_Rolle_spielen_Vektorisierung_und_Worteinbettungen_in_NB-DMT\"><\/span>\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u064a\u0644\u0639\u0628\u0647 \u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u064a \u0648\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0641\u064a NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u064f\u0639\u062f \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0625\u0644\u0649 \u0646\u0627\u0642\u0644\u0627\u062a \u0648\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0623\u0645\u0631\u064a\u0646 \u0623\u0633\u0627\u0633\u064a\u064a\u0646. \u0641\u0647\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u064a \u0645\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Wie_funktioniert_die_neuronale_maschinelle_Ubersetzung_in_NB-DMT\"><\/span>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0641\u064a NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u0633\u062a\u062e\u062f\u0645 NB-DMT \u0623\u0633\u0627\u0644\u064a\u0628 \u0645\u062a\u0642\u062f\u0645\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 <strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u062a\u0633\u0644\u0633\u0644 \u0625\u0644\u0649 \u062a\u0633\u0644\u0633\u0644<\/strong> \u0648 <strong>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647<\/strong>. \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0628\u0647\u0627 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0633\u064a\u0627\u0642.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Wie_wird_die_Qualitat_der_Ubersetzungen_mit_NB-DMT_verbessert\"><\/span>\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 NB-DMT \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u062a\u0645 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u062b\u0644 BLEU. \u064a\u062a\u0645 \u0623\u062e\u0630 \u0627\u0644\u0633\u064a\u0627\u0642 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0623\u064a\u0636\u064b\u0627. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Welche_Rolle_spielen_Transformer-Architekturen_in_NB-DMT\"><\/span>\u0645\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u0644\u0639\u0628\u0647 \u0628\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0641\u064a NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u062a\u0639\u062a\u0628\u0631 \u0628\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0645\u0647\u0645\u0629 \u0644\u0640 NB-DMT. \u0641\u0647\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a. \u0646\u0645\u0627\u0630\u062c \u0645\u062b\u0644 <strong>\u0628\u064a\u0631\u062a<\/strong> \u0648 <strong>GPT<\/strong> \u062d\u0627\u0633\u0645\u0629 \u0647\u0646\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Welche_Anwendungsbeispiele_und_Best_Practices_gibt_es_fur_NB-DMT\"><\/span>\u0645\u0627 \u0647\u064a \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0644 NB-DMT\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u064a\u0633\u062a\u062e\u062f\u0645 NB-DMT \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a. \u0641\u0647\u0648 \u064a\u062d\u0633\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a. \u0645\u0646 \u062e\u0644\u0627\u0644 <strong>\u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0651\u0645<\/strong> \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0643\u062b\u064a\u0631.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Ein erstaunlicher Fakt: Neuronale Bayes&#8217;sche Maschinen\u00fcbersetzung (NB-DMT) hat die Genauigkeit maschineller \u00dcbersetzungen um bis zu 30% gesteigert. Diese innovative KI-Technologie revolutioniert den Bereich der \u00dcbersetzung. Sie er\u00f6ffnet v\u00f6llig neue M\u00f6glichkeiten f\u00fcr multilingualen Content, globale Kommunikation und internationales Gesch\u00e4ft. In diesem Artikel werden wir uns eingehend mit NB-DMT auseinandersetzen. Wir werden die Grundlagen dieser Technologie, ihre [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1849,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","_jetpack_memberships_contains_paid_content":false,"ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1844","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","entry","has-media","owp-thumbs-layout-horizontal","owp-btn-normal","owp-tabs-layout-horizontal","has-no-thumbnails","has-product-nav"],"jetpack_featured_media_url":"https:\/\/gbl-eshop.net\/wp-content\/uploads\/2024\/10\/image-56.jpeg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/posts\/1844","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/comments?post=1844"}],"version-history":[{"count":1,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/posts\/1844\/revisions"}],"predecessor-version":[{"id":1851,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/posts\/1844\/revisions\/1851"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/media\/1849"}],"wp:attachment":[{"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/media?parent=1844"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/categories?post=1844"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gbl-eshop.net\/ar\/wp-json\/wp\/v2\/tags?post=1844"}],"curies":[{"name":"wp","href":"https:\/\/api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