Back-Translation [NLP] [Augmentation]

Description

This method involves translating the text to another language and then back to the original language. It's particularly effective for introducing natural variations in sentence structure and word choice.

Example

def back_translation(text, target_lang="fr"):
    translator = Translator()
    translated = translator.translate(text, dest=target_lang)
    back_translated = translator.translate(translated.text, dest="en")
    return back_translated.text