Write a note on classical approaches to Machine Translation.

Question

06 Feb 2025

Answer :

Word Count : 358

Classical approaches to Machine Translation (MT) refer to rule-based methods that dominated the field before the rise of statistical and neural models. These approaches rely on linguistic rules and structured knowledge to translate text from one language to another. The primary classical approaches include Direct Translation, Transfer-Based Translation, and Interlingua-Based Translation.

Direct Translation is the simplest form of rule-based MT, where words or phrases are translated directly from the source language to the target language. This method involves lexical replacement, morphological analysis, and simple syntactic transformations. However, it struggles _________ ______ _____ _________ ________ ____ ____.
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