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machine translation

 

Definitions from WordNet

Noun machine translation has 1 sense
  1. machine translation, MT - the use of computers to translate from one language to another
    --1 is a kind of artificial intelligence, AI; computational linguistics

Definitions from the Web

Machine Translation

Description

Machine Translation refers to the process of using software or algorithms to automatically translate text from one language to another without human intervention. It is a subfield of computational linguistics and has become increasingly popular due to advancements in artificial intelligence and natural language processing.

Senses and Usages

Sense 1: Automated Language Translation

In its popular sense, machine translation is commonly used to describe the automatic translation of written text from one language to another. This method allows individuals to quickly and easily understand content in languages they do not speak or understand. Many online platforms and translation tools utilize machine translation to provide immediate translation services.

Sample Sentence: The website used machine translation to instantly convert the article from French to English.

Sense 2: MT Systems and Technologies

Machine Translation also refers to the systems, technologies, and algorithms designed to perform automated language translation. These systems rely on large databases, statistical models, neural networks, and linguistic rules to generate accurate translations between languages.

Sample Sentence: The company specializes in developing advanced machine translation systems.

Sense 3: Quality and Limitations

The quality of machine translations can vary depending on the languages involved, complexity of the text, and the specific machine translation system used. While machine translation has improved significantly in recent years, there are still limitations, especially with preserving nuances, idiomatic expressions, and context in translations.

Sample Sentence: Despite the advancements, machine translation may struggle with accurately conveying the subtleties of poetry.

Sense 4: Importance in Global Communication

Machine translation plays a crucial role in breaking language barriers and enabling effective communication between people who speak different languages. It assists in international business transactions, cross-cultural cooperation, and facilitates the sharing of information worldwide.

Sample Sentence: The availability of machine translation services has greatly improved global communication and collaboration.

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