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Punctuation 🦎 + ⌨️ → 🐍

This is a example transformation which removes/adds the punctuation, also user can provide custom rules to transform the sentence.

What type of a transformation is this?

This transformation acts like an example perturbation to test robustness. This is an example transformation.

What tasks does it intend to benefit?

This perturbation would benefit all tasks which have a sentence/paragraph/document as input like text classification, text generation, etc.

What are the limitations of this transformation?

The transformation's outputs are too simple to be used for data augmentation. Unlike a paraphraser, it is not capable of generating linguistically diverse text.