{"id":3628,"date":"2023-10-25T19:55:38","date_gmt":"2023-10-25T14:55:38","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=3628"},"modified":"2023-10-25T19:56:06","modified_gmt":"2023-10-25T14:56:06","slug":"machine-translation-systems-classification-and-comparative-analysis","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=3628&lang=en","title":{"rendered":"MACHINE TRANSLATION SYSTEMS: CLASSIFICATION AND COMPARATIVE ANALYSIS"},"content":{"rendered":"

\u00a0Authors<\/strong><\/h4>\n

 <\/p>\n

\u00a0Soliev P.A. \u2013 <\/strong>Assistant<\/em>, <\/em>Polytechnic Institute of Tajik Technical University<\/em><\/p>\n

Turakhonov M.I.<\/strong> \u2013 <\/strong>Assistant, <\/em>Department of Programming and Information <\/em>Technologies<\/em>, <\/em>Polytechnic Institute of Tajik Technical University<\/em><\/p>\n

\u00a0<\/strong><\/p>\n

\u0410nnotation<\/em><\/strong><\/h4>\n

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\u00a0The article compares and classifies the machine translation systems of Statistical Machine Translation, Rule-Based Machine Translation and Neural Machine Translation, their <\/em>a<\/em>dvantages and disadvantages. The article is written on the basis of the project \u00abDevelopment of a Tajik translator based on Google technology\u00bb — \u2116<\/em> 0117TJ00800. As a result of the comparative analysis of the machine translation systems of Statistical Machine Translation, Rule-Based Machine Translation, Neural Machine Translation and the capabilities of Google technology on the basis of project \u2116 0117TJ00800, it is recommended to develop a Tajik translator based on Google’s technology using the Statistical Machine Translation system.<\/em><\/p>\n

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Key<\/em><\/strong> words<\/em><\/strong><\/h4>\n

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\u00a0machine translation systems, SMT, RBMT, NMT, classification, comparative analysis, system advantage, system disadvantages.<\/em><\/p>\n

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References<\/em><\/strong><\/h4>\n

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    \n
  1. How to defeat murnikov: Yandex has launched a hybrid, and pens and systems [electronic Source]. \u2013 Access method: https:\/\/yandex.ru\/blog\/company\/kak-pobedit-mornikov-yandeks-zapustil-gibridnuyu-sistemu-perevoda free. Russian language. (date of the application 20.09.2017).<\/em><\/li>\n
  2. A Comparative analysis of machine translate [electronic Source]. \u2013 Access method: http:\/\/conf.omua.ru\/content\/sravnitelnyy-analiz-sistem-mashinnogo-perevoda free. <\/em>Russian language. (date of the application 21.09.2017).<\/em><\/li>\n<\/ol>\n

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    Publication date<\/h4>\n

     <\/p>\n","protected":false},"excerpt":{"rendered":"

    \u00a0Authors   \u00a0Soliev P.A. \u2013 Assistant, Polytechnic Institute of Tajik Technical University Turakhonov M.I. \u2013 Assistant, Department of Programming and Information Technologies, Polytechnic Institute of Tajik Technical University \u00a0 \u0410nnotation   \u00a0The article compares and classifies the machine translation systems of Statistical Machine Translation, Rule-Based Machine Translation and Neural Machine Translation, their advantages and disadvantages. The article is written on the basis of the project \u00abDevelopment of a Tajik translator based on Google technology\u00bb — \u2116 0117TJ00800. As a result of the comparative analysis of the machine translation systems of…<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[135],"tags":[259],"class_list":["post-3628","post","type-post","status-publish","format-standard","hentry","category-bulletin_of_pittu_2017","tag-bulletin-of-pittu-2017-4"],"acf":[],"featured_image_src":null,"author_info":{"display_name":"Ilhomjon Qodirov","author_link":"https:\/\/vestnik.polytech.tj\/?author=3"},"_links":{"self":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3628"}],"version-history":[{"count":2,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3628\/revisions"}],"predecessor-version":[{"id":3630,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/3628\/revisions\/3630"}],"wp:attachment":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3628"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3628"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}