Data Augmentation in NLP

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What You Will Learn?

Data Augmentation using Word Embeddings

Data Augmentation using Word Embeddings – Implementation

Data Augmentation using BERT

Data Augmentation using BERT – Implementation

Data Augmentation using Back Translation

Data Augmentation using Back Translation – Implementation

Data Augmentation using T5

Data Augmentation using T5 – Implementation

Improving Quality of Augmented Data using Similarity Filter

Ensemble Approach for Data Augmentation

Comparison of Data Augmentation Techniques

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