https://github.com/aryashah2k/nlp-data-augmentation
Implementing 5 Different Approaches To Augmenting Data For Natural Language Processing Tasks.
Science Score: 10.0%
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Implementing 5 Different Approaches To Augmenting Data For Natural Language Processing Tasks.
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Metadata Files
README.md
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
Owner
- Name: Arya Shah
- Login: aryashah2k
- Kind: user
- Location: Mumbai, India
- Company: IIT Gandhinagar
- Website: https://www.linkedin.com/in/arya--shah/
- Twitter: aryashah2k
- Repositories: 96
- Profile: https://github.com/aryashah2k
Artificial Intelligence Engineer & Researcher
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Top Committers
| Name | Commits | |
|---|---|---|
| Arya Shah | a****2@n****n | 30 |
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