The Role of Machine Translation in Modern Communication

Authors

  • Bozorova Vasila Ilhom qizi Senior teacher, Department of Practical Translation of English Language, Uzbekistan State World Languages University, Tashkent, Uzbekistan

Keywords:

Machine translation, method, deep learning, machine translation technology

Abstract

In our interconnected world, people from diverse backgrounds frequently communicate with one another. However, language differences remain a significant barrier. Machine translation (MT) helps to bridge this gap by enabling people to translate text or speech between languages. This article explores how machine translation works, its benefits, challenges, and its role in shaping communication in the future.

References

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

Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. A.,

Kaiser, Ł., & Polosukhin, I. (2017). Attention Is All You Need. In Advances in Neural

Information Processing Systems (NeurIPS 2017).

Ney, H., & Schluter, R. (2006). Finding the right translation for words and phrases. In

Proceedings of the 11th Conference of the European Chapter of the Association for

Computational Linguistics (EACL 2006).

Hassan, H. U., et al. (2018). Achieving human parity in machine translation. In

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

(EMNLP 2018).

Bertoldi, N., & Federico, M. (2009). Domain adaptation for statistical machine

translation. In Proceedings of the 12th Conference of the European Chapter of the

Association for Computational Linguistics (EACL 2009).

Yarowsky, D., & Ngai, G. (2001). A comparison of supervised and unsupervised

learning methods for word sense disambiguation. In Proceedings of the 39th Annual

Meeting of the Association for Computational Linguistics (ACL 2001).

Cohen, W. W. (2016). Machine Learning for Data Science and Natural Language

Processing. Retrieved from https://www.coursera.org/.

Castilho, S. M., et al. (2017). Machine translation quality in user-generated content: A

case study on translating Wikipedia articles.

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Published

2024-12-29

How to Cite

Bozorova Vasila Ilhom qizi. (2024). The Role of Machine Translation in Modern Communication. Czech Journal of Multidisciplinary Innovations, 36, 24–27. Retrieved from https://peerianjournal.com/index.php/czjmi/article/view/1014

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Articles