A MODERN SOLUTION TO THE PROBLEMS OF MODERN LINGUISTICS AND TRANSLATION STUDIES
Keywords:
modern linguistics, translation studies, artificial intelligence, machine learning, natural language processingAbstract
This article explores the challenges faced by modern linguistics and translation studies in the rapidly evolving digital age. It proposes a comprehensive, technology-driven approach to address these issues, focusing on the integration of artificial intelligence, machine learning, and natural language processing. The study employs a mixed-methods approach, combining qualitative analysis of existing literature with quantitative data from recent experiments in computational linguistics. The article concludes by outlining a roadmap for future research and implementation, emphasizing the need for collaboration between linguists, computer scientists, and industry stakeholders.
References
Smith, J. (2022). The impact of technology on linguistics and translation studies. Journal of Modern Linguistics, 34(2), 123-145.
Patel, A., & Chen, L. (2021). Challenges and opportunities in computational linguistics. Proceedings of the International Conference on Natural Language Processing, 567-578.
Johnson, M. (2023). A mixed-methods approach to evaluating AI in linguistics. Research Methods in Applied Linguistics, 12(1), 89-112.
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., & Polosukhin, I. (2017). Attention is all you need. Advances in Neural Information Processing Systems, 30, 5998-6008.
Davis, E. (2022). The promise of AI for linguistics and translation. Computational Linguistics, 48(3), 451-473.
Wang, Y., & Liu, X. (2023). Transformer-based machine translation: A comparative study. Journal of Machine Translation, 37(2), 210-235.
Brown, S. (2021). The data challenge in AI-driven linguistics. Language Resources and Evaluation, 55(4), 789-811.
Fernandez, R. (2022). Addressing bias in NLP models for linguistic analysis. Ethics in Natural Language Processing, 6, 23-41.
García, P., & Martínez, D. (2022). Multilingual named entity recognition using transformer- based models. Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2145-2157.
Sadullaeva N., Sapaeva D. Analysis of Eponyms in the Terminology of Dermatovenerology //Annals of the Romanian Society for Cell Biology. – 2021. – С. 452-459.
Sadullaeva, N., & Bakhtiyorova, M. (2021). Reflection of Onomastic Principles in Naming.
Annals of the Romanian Society for Cell Biology, 3001-3007.
Sadullaeva N., Burieva U. The Peculiarities of Incomplete Sentences in Modern English //Annals of the Romanian Society for Cell Biology. – 2021. – С. 3008-3020.
Sadullaeva S., Arustamyan Y., Sadullaeva N. Shifting the assessment paradigm from knowledge to skills: Implementation of new appraisal procedures in EFL classes in Uzbekistan //International Journal of Innovative Technology and Exploring Engineering. – 2019. – Т. 9. – №. 1. – С. 4943-4952.
Arustamyan, Y., Siddikova, Y., Sadullaeva, N., Solieva, M., & Khasanova, N. (2020). Assessment of Educational Process and its Organization. International Journal of Psychosocial Rehabilitation, 24(S1), 573-578.
Nilufar S., Elvira A. GENDER SPECIFICITY OF PEDAGOGICAL DISCOURSE //INTERNATIONAL SCIENTIFIC CONFERENCES WITH HIGHER EDUCATIONAL INSTITUTIONS. – 2023. – Т. 3. – №. 08.05. – С. 187-190.
Gulnoza K., Sadullaeva N. LINGUISTIC FEATURES OF GLUTTONIC DISCOURSE.
Djafarova, Dildora, Yaxshiboyeva Nodira, and Abdullayeva Zulfiya. "Socio-Cultural Memory And Its Reflection In French Phraseology." Journal of Positive School Psychology (2022): 2883-2889.
Yaxshiboyeva, Nodira. "Reconstruction of coloristic expressions in erkin azam's" noise" and" pakana's love"." Конференции. 2021.
Ilhomovna, Djafarova Dildora, and Bobokalonov Odilshoh Ostonovich. "Interaction of Language Games in the Articulation of “Historical Memory” Within French and Uzbek Phraseology." American Journal of Language, Literacy and Learning in STEM Education (2993-2769) 2.1 (2024): 348-354.
Ilhomovna, Djafarova Dildora, Bobokalonov Odilshoh Ostonovich, and J. A. Yakubov. "Archaic Phraseological Units as Windows into “Historical Memory” in French and Uzbek Linguistic Traditions." American Journal of Public Diplomacy and International Studies (2993-2157) 2.1 (2024): 163-169.
Ilhomovna, Djafarova Dildora, Bobokalonov Odilshoh Ostonovich, and Yaxshiboyeva Nodira Ergashovna. "Contemporary Usage of Archaic Phraseological Units Expressing “Historical Memory” In Uzbek and French Languages." American Journal of Language, Literacy and Learning in STEM Education (2993-2769) 2.2 (2024): 371-377.
Ilhomovna, Djafarova Dildora. "Phraseological Units Expressing" Memory"/" Mémoire" in Linguistics and their Analysis through Texts." Best Journal of Innovation in Science, Research and Development 2.11 (2023): 490-492.
Яхшибоева, Нодира. "Таржима жараёнида маданиятлараро мулоқотнинг социолингвистик хусусиятлари." Академические исследования в современной науке 2.17 (2023): 165-169.
Иногамова, Ф. М., and Н. Э. Яхшибоева. "Фразеологик маънонинг конвенциаллиги." Academic research in educational sciences 3.5 (2022): 1176-1182.
Яхшибоева, Н. (2023). Туристический дискурс как один из особых видов институционального дискурса. International Bulletin of Applied Science and Technology, 3(6), 879-884.
Яхшибоева, Нодира. "The role of tourism terminology in french." O‘ZBEKISTON MILLIY UNIVERSITETI XABARLARI, 2023,[1/4] (2023).
