Translation process with machine translation

The translation process may be stated as:

1. Decoding the meaning of the source text; and
2. Re-encoding this meaning in the target language.

Behind this ostensibly simple procedure lies a complex cognitive operation. To decode the meaning of the source text in its entirety, the translator must interpret and analyse all the features of the text, a process that requires in-depth knowledge of the grammar, semantics, syntax, idioms, etc., of the source language, as well as the culture of its speakers. The translator needs the same in-depth knowledge to re-encode the meaning in the target language.

Therein lies the challenge in machine translation: how to program a computer that will “understand” a text as a person does, and that will “create” a new text in the target language that “sounds” as if it has been written by a person.

This problem may be approached in a number of ways.

This guide is licensed under the GNU Free Documentation License. It uses material from the Wikipedia.