Evolution of modern machine translators: Difference between revisions

From Computer Science Wiki
No edit summary
No edit summary
Line 4: Line 4:


On a basic level, MT performs simple substitution of words in one language for words in another, but that alone usually cannot produce a good translation of a text because recognition of whole phrases and their closest counterparts in the target language is needed. <ref>https://en.wikipedia.org/wiki/Machine_translation</ref>
On a basic level, MT performs simple substitution of words in one language for words in another, but that alone usually cannot produce a good translation of a text because recognition of whole phrases and their closest counterparts in the target language is needed. <ref>https://en.wikipedia.org/wiki/Machine_translation</ref>
== Very good link ==
* [https://medium.freecodecamp.org/a-history-of-machine-translation-from-the-cold-war-to-deep-learning-f1d335ce8b5 Please carefully study this resource. It is superb resource for the history of machine translation]. You should know the terms below at an '''outline''' level. Please do not use the abbreviations in the linked article in any IB answer.
# Rule-based machine translation
# Example-based Machine Translation
# Statistical Machine Translation
# Neural Machine Translation





Revision as of 12:19, 22 February 2019

HL content: Modeling & Simulation[1]

Machine translation, (sometimes referred to by the abbreviation MT) is a sub-field of computational linguistics that investigates the use of software to translate text or speech from one language to another.

On a basic level, MT performs simple substitution of words in one language for words in another, but that alone usually cannot produce a good translation of a text because recognition of whole phrases and their closest counterparts in the target language is needed. [2]

Very good link[edit]

  1. Rule-based machine translation
  2. Example-based Machine Translation
  3. Statistical Machine Translation
  4. Neural Machine Translation



Standards[edit]

  • Outline the evolution of modern machine translators.

References[edit]