Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the wpeditor domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /var/www/www-root/data/www/vestnik.polytech.tj/wp-includes/functions.php on line 6121

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the ultimate-blocks domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /var/www/www-root/data/www/vestnik.polytech.tj/wp-includes/functions.php on line 6121

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the wordpress-seo domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /var/www/www-root/data/www/vestnik.polytech.tj/wp-includes/functions.php on line 6121

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the polylang domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /var/www/www-root/data/www/vestnik.polytech.tj/wp-includes/functions.php on line 6121

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the pods domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /var/www/www-root/data/www/vestnik.polytech.tj/wp-includes/functions.php on line 6121

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the supermag domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /var/www/www-root/data/www/vestnik.polytech.tj/wp-includes/functions.php on line 6121
MACHINE TRANSLATION SYSTEMS: CLASSIFICATION AND COMPARATIVE ANALYSIS - ПАЁМИ ДПДТТХ MACHINE TRANSLATION SYSTEMS: CLASSIFICATION AND COMPARATIVE ANALYSIS - ПАЁМИ ДПДТТХ

MACHINE TRANSLATION SYSTEMS: CLASSIFICATION AND COMPARATIVE ANALYSIS

October 25, 2023October 25, 2023 Ilhomjon Qodirov

Authors

Soliev P.A. – Assistant, Polytechnic Institute of Tajik Technical University

Turakhonov M.I. – Assistant, Department of Programming and Information Technologies, Polytechnic Institute of Tajik Technical University

Аnnotation

The 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 «Development of a Tajik translator based on Google technology» – № 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 № 0117TJ00800, it is recommended to develop a Tajik translator based on Google’s technology using the Statistical Machine Translation system.

Key words

machine translation systems, SMT, RBMT, NMT, classification, comparative analysis, system advantage, system disadvantages.

References

How to defeat murnikov: Yandex has launched a hybrid, and pens and systems [electronic Source]. – 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).
A Comparative analysis of machine translate [electronic Source]. – Access method: http://conf.omua.ru/content/sravnitelnyy-analiz-sistem-mashinnogo-perevoda free. Russian language. (date of the application 21.09.2017).

Publication date