July 2017
Beginner to intermediate
486 pages
13h 49m
English
Content preview from Python Natural Language Processing
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Machine translation
Machine translation is also one of the widely used NLP applications. In machine translation, our goal is to translate one language to another language in a logical manner. So, if we want to translate the English language to the German language, then you may the apply the following preprocessing steps:
- We can apply convert to the whole dataset to be converted into lowercase.
- Apply sentence splitter on the dataset so you can get the boundary for each of the sentences.
- Now, suppose you have corpus where all English sentences are in English_Sentence_File and all German sentence are in German_Sentence_File. Now, you know for each English sentence there is a corresponding German sentence present in German_Sentence_File. This ...
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