BERT-notebooks

Ideal for BERT classification on social media text

1. Handles unbalanced data with class weightings
2. Cleans data using unidecode, demojize, and removes hashtags
3. Augments data using backtranslation and contextual word embeddings

Usage:

Open the notebook on your preferred cloud computing program such as Colab Import your data in the "Import Data" section Define the constants in the "Define Constants" section