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Implementing 5 Different Approaches To Augmenting Data For Natural Language Processing Tasks.

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Data Augmentation Techniques For Natural Language Processing


This repository takes into account 5 different Data Augmentation Techniques aimed to improve the performance of your models.

The five techniques included in this repository are:

No. Technique Link To Folder
1. Word Embeddings Click Here
2. BERT Click Here
3. Back Translation Click Here
4. Text To Text Transformer Click Here
5. Ensemble Approach Click Here

Collective Comparison Of The 5 Approaches

--TO DO--


Completion Log:

[x] Word Embeddings

[-] BERT

[-] Back Translation

[-] Text To text Transformer

[-] Ensemble Approach