aryashah2k / NLP-Data-Augmentation

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

Data Augmentation Techniques For Natural Language Processing

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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

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Collective Comparison Of The 5 Approaches

--TO DO--

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Completion Log:

[x] Word Embeddings

[-] BERT

[-] Back Translation

[-] Text To text Transformer

[-] Ensemble Approach