As a part of the ACM quarterly projects (Winter 2023) we used Natural Language Processing to build a model that identifies hate speech and toxicity in comments.
- Performed data cleaning and data processing
- Dealt with class imbalance
- Tokenized the data
- Built a model with a combination of layers using Tensorflow Keras