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NEURAL NETWORKS AND ITS USE IN MACHINE TRANSLATION - ПАЁМИ ДПДТТХ NEURAL NETWORKS AND ITS USE IN MACHINE TRANSLATION - ПАЁМИ ДПДТТХ

NEURAL NETWORKS AND ITS USE IN MACHINE TRANSLATION

September 25, 2023September 25, 2023 Ilhomjon Qodirov

Authors

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

Kosimov A.A. – Senior teacher, Chair of Programming and Information Technologies, Polytechnic Institute of Tajik Technical University

Annotation

The article describes the results of experiments on the integration of a neural network into a translator, describes the general principle of operation of machine translation programs and problems related to the adequacy of the translated text using an electronic translator. It is proved that connecting the neural network to the interpreter can be achieved more accurately translated word equivalent, suggestions and, as a final result, a better translation of the entire text of different genres.

Key words

machine translation; neural network; problems of translation; electronic translation; equivalent translation; ways and methods of translation; selection of vocabulary areas; dictionary match.

Language

english

Type

technical

Year

2018

Page

16-17

References

1. Toboev T.N., Prozorova N.I. Computational linguistics [Electronic resource]. URL: http://nethash.ru/kompeyuternaya-lingvistika-t-n-toboeva-1-n-i-prozorova.html (accessed 25.11.2018).
2. Usmanov Z.D., Khudoiberdiev H.A. Markazi Rushdi technologist “Zafar Usmonov”. [Electronic resource.] URL: http://www.tajlingvo.tj/ (accessed 25.11.2018).
3. Kameneva N.Ah. Semantic problems of computational linguistics. In the world of scientific discoveries [Electronic resource]. URL: http://naukarus.com/semanticheskie-problemy-kompyuternoy-lingvistiki (accessed 25.11.2018).
4. Andreev A.D., Menshikov L.I., Mokrushin A.A. Overview of machine translation systems [Electronic resource]. URL: https://moluch.ru/archive/59/8581/ (accessed 25.11.2018).
5. Nikitin I.K. Structural and semantic transformations in scientific and technical text in machine translation in modern English [Electronic resource]. URL: http://www.academia.edu/3439386/ (accessed 25.11.2018).
6. Artificial neural network-Wikipedia [Electronic resource]. URL: https://ru.wikipedia.org/wiki (accessed 25.11.2018).
7. Artem Chernodub. Geektimes [Electronic resource]. URL: https://geektimes.ru/post/211610/ (accessed 25.11.2018).

Publication date

2023-09-25