MACHINE TRANSLATION TOOLS IN TRANSLATION PROCESS

Authors

  • Maxfuza Tairova Independent researcher at the Department of English Language and Literature at Termez University of Economics and Service

DOI:

https://doi.org/10.5281/zenodo.14263658

Keywords:

Translation tools, machine translation, automation, computers systems.

Abstract

This article provides a comprehensive overview of Machine Translation (MT) tools and their integration into the translation process. It traces the development of MT systems from early rule-based methods to modern neural machine translation (NMT), highlighting the technological advancements that have made tools like Google Translate and DeepL widely accessible. The article addresses the benefits of MT, including its speed and cost-effectiveness, as well as its limitations, particularly in terms of translation quality and cultural context. The article emphasizes the ongoing role of human translators, especially in tasks requiring post-editing of machine-generated translations, and discusses the future prospects of MT tools in professional settings. By offering a balanced view of MT's current capabilities and challenges, the article provides valuable insights into the evolving landscape of translation technologies.

References

Bahdanau, D., Cho, K., & Bengio, Y. (2014). Neural Machine Translation by Jointly Learning to Align and Translate. arXiv preprint arXiv:1409.0473.

García, I. (2015). Post-editing of Machine Translation: A Survey. MonTI: Monografías de Traducción e Interpretación, 7, 13-28.

Koehn, P. (2009). Statistical Machine Translation. Cambridge University Press.

Torres-Hostench, O. (2018). The Role of the Human Translator in the Age of Machine Translation. Translation Journal, 22(3), 15-24.

Wu, Y., Schuster, M., Chen, Z., Le, Q. V., Norouzi, M., Macherey, W., & Krikun, M. (2016). Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. arXiv preprint arXiv:1609.08144.

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Published

2024-11-30

How to Cite

Tairova, M. (2024). MACHINE TRANSLATION TOOLS IN TRANSLATION PROCESS. Международная конференция академических наук, 3(11), 121-125. https://doi.org/10.5281/zenodo.14263658