Data Augmentation Strategies

[Artifact]

Description

Defining data augmentation strategies addressing challenges of the project to generate more training data points with transformations based on the regular training dataset.

  • Introducing noise with typos

  • Exchange similar words

  • Translate + Back-Translate

  • Dependency Parsing: Manipulation