ARTIFICIAL INTELLIGENCE IN LANGUAGE LEARNING AND TRANSLATION: TECHNOLOGIES, CHALLENGES AND ETHICAL CHALLENGES
https://doi.org/10.5281/zenodo.15590484
Kalit so‘zlar
Artificial Intelligence, Language Learning, Neural Machine Translation, Natural Language Processing, Ethical ImplicationsAnnotasiya
This article explores how AI is transforming language learning and translation through neural networks and NLP. It examines key technologies, real-world applications, and ethical concerns, highlighting AI’s potential and its impact on linguistic diversity and education.
Foydalanilgan adabiyotlar ro‘yhati
Belinkov, Y., & Glass, J. (2019). Analysis methods in neural language processing: A survey. Transactions of the Association for Computational Linguistics, 7, 49–72.
https://doi.org/10.1162/tacl_a_00254
Bender, E. M., & Friedman, B. (2018). Data statements for natural language processing: Toward mitigating system bias and enabling better science. Transactions of the ACL, 6, 587–604.
https://doi.org/10.1162/tacl_a_00041
Chien, Y.-T., & Leu, D. J. (2020). Artificial intelligence in education: The potential of chatbots for language learning. Journal of Educational Technology Development and Exchange, 13(1). https://doi.org/10.18785/jetde.1301.03
Devlin, J., Chang, M.-W., Lee, K., & Toutanova, K. (2019). BERT: Pre-training of deep bidirectional transformers for language understanding. NAACL-HLT 2019, 4171–4186.
https://arxiv.org/abs/1810.04805
Hossain, M. S., & Rahman, M. A. (2022). The role of artificial intelligence in modern language learning: A review. Education and Information Technologies, 27, 5173–5194.
https://doi.org/10.1007/s10639-021-10728-x
Koehn, P. (2020). Neural machine translation. Cambridge University Press. https://www.cambridge.org/core/books/neural-machine-translation/319D7ED6E32D7F1638ABCD67AA6B8B72
McIlroy, T., & Stevenson, M. (2021). Exploring ethical issues in language technologies: A focus on translation. AI & Society, 36, 105–120. https://doi.org/10.1007/s00146-020-00980-2
Radford, A., Narasimhan, K., Salimans, T., & Sutskever, I. (2018). Improving language understanding by generative pre-training. OpenAI Technical Report.
https://cdn.openai.com/research-covers/languageunsupervised/ language_understanding_paper.pdf
Sennrich, R., Haddow, B., & Birch, A. (2016). Neural machine translation of rare words with subword units. ACL 2016.
https://arxiv.org/abs/1508.07909
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., … & Polosukhin, I. (2017). Attention is all you need. NeurIPS 2017. https://arxiv.org/abs/1706.03762