Hate Speech Detection

XGBoost visualization demo :

https://observablehq.com/@kasivisu4/hsd-visualization

Project Description :

In this project, We have trained the following models based on Davidson and TSA Dataset for detecting Hate Speech.

• Transformer model - CNN and MLP
• GloVe embedding models - Glove – Bi-LSTM + CNN + MLP
• TF-IDF Embedding Models - TF-IDF - MLP + SVM + XGB

Documentation :

Final Report

Contributors :

Akhila Sulgante

Kasi Viswanath

Misha Mody

Poulomi Das

Acknowledgment

This project is completed for CS 6120 summer course of 2022 taught by Professor Uzair Ahmad