Zipei Geng

Zipei Geng

A first-year doctoral student at KAUST focus in data science and statistics.

Hate Speech Detection on Twitter

This project is in collaboration with Zehao Su and Stefan Thoma finished in Jan 2021.

To summarize:

  1. I conducted researches on classifying tweets into hate speech, offensive speech, or neither.
  2. I implemented data imputation method like SMOTE to overcome the data imbalance and performs several experiments including BERT-Transformer and SVM to disentangle the semantic space.