Research on Optimizing English Translation Teaching Methods for College Students Using Machine Learning Technology

[1] Greener, J. G., Kandathil, S. M., Moffat, L., & Jones, D. T. (2022). A guide to machine learning for biologists. Nature reviews Molecular cell biology, 23(1), 40-55. Search in Google Scholar

[2] Nasteski, V. (2017). An overview of the supervised machine learning methods. Horizons. b, 4(51-62), 56. Search in Google Scholar

[3] Mishra, P., Varadharajan, V., Tupakula, U., & Pilli, E. S. (2018). A detailed investigation and analysis of using machine learning techniques for intrusion detection. IEEE communications surveys & tutorials, 21(1), 686-728. Search in Google Scholar

[4] Bi, Q., Goodman, K. E., Kaminsky, J., & Lessler, J. (2019). What is machine learning? A primer for the epidemiologist. American journal of epidemiology, 188(12), 2222-2239. Search in Google Scholar

[5] Alzubi, J., Nayyar, A., & Kumar, A. (2018, November). Machine learning from theory to algorithms: an overview. In Journal of physics: conference series (Vol. 1142, p. 012012). IOP Publishing. Search in Google Scholar

[6] Fatima, M., & Pasha, M. (2017). Survey of machine learning algorithms for disease diagnostic. Journal of Intelligent Learning Systems and Applications, 9(01), 1-16. Search in Google Scholar

[7] Musumeci, F., Rottondi, C., Nag, A., Macaluso, I., Zibar, D., Ruffini, M., & Tornatore, M. (2018). An overview on application of machine learning techniques in optical networks. IEEE Communications Surveys & Tutorials, 21(2), 1383-1408. Search in Google Scholar

[8] Guo, X. (2023). Translation under the guidance of translation variation technique: the case of written advertising. The Translator, 29(3), 378-391. Search in Google Scholar

[9] Shinde, P. P., & Shah, S. (2018, August). A review of machine learning and deep learning applications. In 2018 Fourth international conference on computing communication control and automation (ICCUBEA) (pp. 1-6). IEEE. Search in Google Scholar

[10] Li-hua, Q. I. N. G. (2019). Construction of quality evaluation system for translation majors in application-oriented colleges and universities. Journal of Literature and Art Studies, 5, 527-531. Search in Google Scholar

[11] Carreres, Á., Noriega-Sánchez, M., & Pintado Gutiérrez, L. (2021). Introduction: Translation and plurilingual approaches to language teaching and learning. Translation and translanguaging in multilingual contexts, 7(1), 1-16. Search in Google Scholar

[12] Guo, Y. (2021). The introduction of reverse thinking in college English translation rducation. Advances in Educational Technology and Psychology, 5(12), 92-99. Search in Google Scholar

[13] Munday, J., Pinto, S. R., & Blakesley, J. (2022). Introducing translation studies: Theories and applications. Routledge. Search in Google Scholar

[14] Osuchowska, D. (2021). SHOULD TRANSLATION TEACHING BE INCORPORATED INTO’REGULAR’ENGLISH CLASSROOMS?. Current Trends in Translation Teaching & Learning E. Search in Google Scholar

[15] Mahesh, B. (2020). Machine learning algorithms-a review. International Journal of Science and Research (IJSR).[Internet], 9(1), 381-386. Search in Google Scholar

[16] Ray, S. (2019, February). A quick review of machine learning algorithms. In 2019 International conference on machine learning, big data, cloud and parallel computing (COMITCon) (pp. 35-39). IEEE. Search in Google Scholar

[17] Ke, X. (2024). English synchronous real-time translation method based on reinforcement learning. Wireless Networks, 30(5), 4167-4179. Search in Google Scholar

[18] Riecher, V. (2023). Literal translation: A study with several translation techniques to get a good translation result. Applied Translation, 17(2), 1-7. Search in Google Scholar

[19] Ginting, P. (2022). Translation challenges and strategies: a review of theories. The Seall Journal, 3(1), 76-84. Search in Google Scholar

[20] Shao Hao & Wang Shunfang. (2023). Deep Classification with Linearity-Enhanced Logits to Softmax Function. Entropy (Basel, Switzerland)(5), Search in Google Scholar

[21] Chen Shuangyu,Zhang Bin,Chen Junhao,Zhou Zihan,Shen Yibo & Xiang Weitao. (2024). Reproduction Study of Item-CF Algorithm Based on Penalty Factor Correction. Academic Journal of Computing & Information Science(5). Search in Google Scholar

[22] Yacoub Mohammed H.,Ismail Samar M.,Said Lobna A.,Madian Ahmed H. & Radwan Ahmed G. (2024). Reconfigurable hardware implementation of K-nearest neighbor algorithm on FPGA. AEUE - International Journal of Electronics and Communications Search in Google Scholar

[23] Mourad Charikhi. (2024). Association of the PageRank algorithm with similarity-based methods for link prediction in complex networks. Physica A: Statistical Mechanics and its Applications129552-. Search in Google Scholar

[24] Liu Chengxia,Che Yuheng & Duan Ruixue. (2021). Research and Improvement of TextRank Algorithm Adding Degree Adverbs. Journal of Physics: Conference Series(1). Search in Google Scholar

[25] Liu Zhen,Sun Haibo,Sun Huawei,Hong Xinyu,Xu Gang & Wu Xiangyang.(2024).BHPVAS: visual analysis system for pruning attention heads in BERT model.Journal of Visualization(4),731-748. Search in Google Scholar