Which field of application does machine translation belong to?

Machine translation is an application in the field of "natural language processing". "Natural language processing" studies various theories and methods that enable effective communication between humans and computers using natural language. It is mainly used in machine translation, public opinion monitoring, automatic summarization, opinion extraction, text classification, question answering, and text semantic comparison. , speech recognition, Chinese OCR, etc.

The operating environment of this tutorial: Windows 7 system, Dell G3 computer.

Machine translation is an application in the field 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 enable effective communication between humans and computers using natural language.

Natural language processing is a science that integrates linguistics, computer science, and mathematics. Therefore, 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 the general study of natural language, but the development of computer systems that can effectively realize natural language communication, especially the software systems. Therefore it is 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, etc.

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

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

• Full-text translation

  Full-text translation software is represented by ChinaSoft "Translation Star" and "Yaxin CAT2.5";

• 在线翻译

  With the advent of the global network era, language barriers have become an important bottleneck for social development in the 21st century. The realization of barrier-free and free communication at any time, in any place and in any language is what humans pursue. A dream. This is only a small microcosm in the context of globalization. In the process of rapid social development, machine translation plays an increasingly important role.

  Dictionary software such as Kingsoft PowerWord, Youdao Dictionary, etc., and Internet machine translation systems based on big data such as Baidu Translate, Google Translate, etc.

• Chinese translation

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

• Dictionary tool

  Songwriting tool software is mainly represented by "Kingsoft PowerWord.net2001".

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