Data Augmentation in NLP

Data Augmentation in NLP

What you’ll 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