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What is the application of machine translation?

2025-02-28 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >

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This article mainly shows you "the application of machine translation in what field". The content is simple and clear. I hope it can help you solve your doubts. Next, let the editor lead you to study and learn the article "the application of machine translation belongs to".

Machine translation belongs to the application of "natural language processing". The study of "natural language processing" can realize various theories and methods of effective communication between human and computer in natural language, which is mainly applied to machine translation, public opinion monitoring, automatic summarization, opinion extraction, text classification, question answering, text semantic comparison, speech recognition, Chinese OCR and so on.

The operating environment of this tutorial: windows7 system, Dell G3 computer.

Machine translation belongs to the application of "natural language processing".

Natural language processing (Natural Language Processing NLP) is an important direction in the field of computer science and artificial intelligence. It studies various theories and methods that can realize effective communication between people and computers using natural language.

Natural language processing is a science that integrates linguistics, computer science and mathematics. Therefore, the research in this field will involve natural language, that is, the language that people use every day, so it is closely related to the study of linguistics, but there are important differences.

Natural language processing is not to study natural language in general, but to develop a computer system, especially the software system, which can effectively realize natural language communication. So it's part of computer science.

Natural language processing is mainly used in machine translation, public opinion monitoring, automatic summarization, opinion extraction, text classification, question answering, text semantic comparison, speech recognition, Chinese OCR and so on.

Machine translation, also known as automatic translation, is the process of using a computer to convert one natural language (source language) into another natural language (target language). It is a branch of computational linguistics and one of the ultimate goals of artificial intelligence. It has important scientific research value. At the same time, machine translation has important practical value. With the economic globalization and the rapid development of the Internet, machine translation technology plays a more and more important role in promoting political, economic and cultural exchanges.

In view of the fact that there is still a considerable market for machine translation, there are many Chinese manufacturers involved in this field. Translation software products in the domestic market can be divided into four categories: full-text translation (professional translation), online translation, Chinese software and electronic dictionaries.

Full text translation

The full-text translation software is represented by Zhongsoft "Yuexing" and "Yaxin CAT2.5".

online translation

With the arrival of the global network era, language barrier has become an important bottleneck of social development in the 21 century. It is a dream for human beings to realize barrier-free and free communication at any time, anywhere and any language. This is only a microcosm in the context of globalization. With the rapid development of society, machine translation plays a more and more important role.

Dictionary software such as Kingsoft word, youdao Dictionary, Internet machine translation system based on big data, such as Baidu Translation, Google Translation, etc.

Chinese translation

Chinese translation software is mainly represented by "Orient Express 3000".

Dictionary tool

The ci qu tool software is mainly represented by Jinshan Ciba. Net 2001.

The above is all the contents of the article "what is the Application of Machine Translation?" Thank you for your reading! I believe we all have a certain understanding, hope to share the content to help you, if you want to learn more knowledge, welcome to follow the industry information channel!

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