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РецензированоUZ2024

Using AI translation technology in enhancing cultural communication

ENHANCING CULTURAL COMMUNICATION · Khayrieva Madina · Akhmedova Shakhnoza (Samarkand State Institute of Foreign Languages) · Ergashev Umar (Student of MA program of Samarkand State Institute of Foreign Languages)

Переводоведение и лингвистика в эпоху цифровых технологий: изучение передовых подходов · 2024

Аннотация

— In today’s world, it’s important to be able to communicate in different languages for work and personal reasons. Language differences can make it hard to communicate well. This can cause problems and misunderstandings. Thankfully, technology can help overcome these problems and improve understanding between different cultures. Here are some good ways to use technology to talk to people who speak different languages. Technology has helped people from different cultures communicate better with translation tools and platforms. These tools make it easier for people who speak different languages to understand each other and communicate well. Technology like Google Translate and Microsoft Translator helps people from different cultures talk to each other easier. These tools use smart computer programs to change words, speech, and pictures into different languages. Everybody’s talking about ChatGPT.The artificial intelligence chatbot, developed by private company OpenAI, allows a user to generate content. It can create poems, articles, short stories, and even jokes. Keywords — The artificial intelligence chatbot, ChatGPT, multilingual capabilities, advantages of translating using ChatGPT, correcting grammar, analyzing text, cultural Significance, using AI translations is not a good idea. 1. INTRODUCTION Using Artificial Intelligence to improve your translation process is a smart choice. But what is inside the AI translation technology. Using a combination of machine learning and neural networks, AI technology can translate one language into another. AI models are taught using lots of different languages and are told to find patterns and give accurate translations.You might be wondering if AI is just a popular word or if it's actually a well-trained computer system that can give smart answers, with all the big news about ChatGPT and other similar advanced language models. Well, the way it's shown now, as a replacement for human intelligence, it's definitely popular.The idea of Artificial Intelligence in tools like ChatGPT seems like something from a fantasy story, but it doesn't really explain how the technology works. To be clear, it's better to use the words machine learning and neural network. ChatGPT is an AI-based language model developed by OpenAI that was launched in November 2022. Its smart engine has been trained with a large amount of linguistic data to be able to answer questions, generate text and perform other tasks in a wide variety of languages using a natural language interface. The acronym "ChatGPT" is derived from the term "Chat Generative Pre-Trained Transformer." The language model in question has been developed by OpenAI and is built upon the GPT (Generative Pre-Trained Transformer) architecture (Sudirjo, Diantoro, et al., 2023). The GPT model exemplifies a transformer, which represents a neural network design based on deep learning. The fundamental principle underlying ChatGPT revolves around its capacity tocomprehend and produce text that resembles human language achieved by leveraging extensive datasets for learning purposes. 2. MAIN PART ChatGPT, a new type of artificial intelligence, has a wide range of applications in translation teaching, including promoting personalized teaching development, reconstructing teaching subject relationships, changing teaching concepts, and expanding research space in translation education. 1) Encourage individualized teaching development: ChatGPT can help teachers educate based on their strengths, create personalized learning plans for students, and increase teaching relevance. ChatGPT excels in discussion and human-computer interaction. Teachers can use ChatGPT to conduct in-depth analysis of students' human-machine interaction traces in the translation learning process, comprehensively analyze the content direction, focus, discourse characteristics, and frequency patterns of students' questions, judge students' knowledge structure, learning style, learning motivation, and cognitive characteristics, and subsequently recommend learning resources for students. 2) Restructuring the link among instructional subjects: On the one hand, ChatGPT has given rise to a new form of educational subject. Traditional artificial intelligence teaching robots respond to user requests through indexing, retrieval, and sorting, but they lack flexibility, initiative, and interactivity. In comparison, ChatGPT has superior information processing, semantic parsing, www.samdchti.uz 174 RAQAMLI TEXNOLOGIYALAR DAVRIDA TARJIMASHUNOSLIK VA LINGVISTIKA: ZAMONAVIY YONDASHUVLAR TADQIQI” nomli ilmiy maqolalar to‘plami May – 2024 content production, and sequence task execution capabilities. The execution ability of sequence tasks refers to ChatGPT's ability to understand the relationship between instructions based on the user's sequence instruction description, gradually advance tasks, complete complex tasks based on combined instructions, and thus better execute multi-step sequence tasks

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