Ritvik19/Text-Data-Augmentation
State of the Art Text Data Augmentation for Natural Language Processing Applications
This tool helps researchers, data scientists, or anyone working with text data to generate diverse variations of existing sentences. You provide original text, and it outputs multiple versions with subtle changes, like rephrased sentences, synonyms, or even common typos. This is particularly useful for improving the robustness of machine learning models trained on text.
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Use this if you need to expand a limited text dataset to make your natural language processing models more accurate and resilient.
Not ideal if you need to create entirely new, novel text content rather than variations of existing input.
Stars
9
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Language
Python
License
MIT
Category
Last pushed
Feb 04, 2022
Commits (30d)
0
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