Popular GitHub Repositories for Hate Speech

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Hate Speech Detection Library for Python.

DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

Detecting hate speech using the spoken content of videos using Machine Learning

This repository contains the system description and the codes that we implemented for participating in EACL-2024 Shared Task-5.

Zero-Shot Hate Speech classification using prompting. Published at the WOAH workshop (ACL 2023).

Models to detect hateful comments served with flask trained on Kaggle's Toxic Comment Classification Challenge dataset.

A contextual (BERT-based) hate speech detection model

This repo present different classifiers on German Speech Act dataset. For BERT models, we implement such fine-tuning strategies as baseline, hyperparameter search and few-shot classification using Fasfit. For Gemini 1.5 Flash, Llama-3.2-3B and Llama3-German-8B, we perform parameter efficient fine-tuning.

Final project for the course LT2318 Artificial Intelligence: Cognitive Systems. The project concerns multimodal hate speech detection in memes.

Multi-label classification of hate speech targets using deep learning, including dataset preprocessing, benchmark tools, and PyTorch-based models.