MACHINE TRANSLATION Meaning and
Definition
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Machine translation refers to the automated translation of text or speech from one language to another using computer programs or algorithms. It is a branch of computational linguistics that aims to replicate the task traditionally performed by human translators through the use of computers.
A machine translation system consists of software or hardware designed to analyze and process input text in one language, and generate an output text in another language with minimal human intervention. These systems utilize various techniques, such as statistical modeling, rule-based methods, and neural networks, to convert text or speech from the source language into the target language.
Machine translation can be categorized into different types based on the techniques employed. Statistical machine translation (SMT) utilizes mathematical models and probability theory to determine the most likely translation. Rule-based machine translation (RBMT) relies on linguistic rules and dictionaries to convert text. Neural machine translation (NMT), on the other hand, utilizes artificial neural networks to create a translation model.
While machine translation has made significant advancements over the years and has become widely accessible, it is important to note that it is not always perfect. Due to the complexity of language and the nuances of meaning, machine translation systems may produce errors, especially with idiomatic expressions, cultural references, or ambiguous sentences. Thus, post-editing by human translators is often necessary to ensure accuracy and clarity in the translated text.
Common Misspellings for MACHINE TRANSLATION
- nachine translation
- kachine translation
- jachine translation
- mzchine translation
- mschine translation
- mwchine translation
- mqchine translation
- maxhine translation
- mavhine translation
- mafhine translation
- madhine translation
- macgine translation
- macbine translation
- macnine translation
- macjine translation
- macuine translation
- macyine translation
- machune translation
- machjne translation
Etymology of MACHINE TRANSLATION
The word "machine translation" is a combination of the words "machine" and "translation".
The term "machine" traces its roots back to the Latin word "machina", which means a contrivance, engine, or device. It entered Middle English through Old French and has been used to refer to mechanical apparatus or devices ever since.
The word "translation" comes from Late Latin "translatio", derived from the Latin word "transferre" which means "to transfer" or "to carry across". In English, "translation" refers to the act or process of rendering text or speech from one language to another.
Therefore, "machine translation" refers to the process of automatically transferring or converting text or speech from one language to another using a mechanical or computerized device.
