Hate Speech Content Moderation ML Frameworks

Tools and systems for detecting hate speech, offensive language, and hostile content in text across social media and online platforms using NLP and machine learning. Does NOT include general content moderation, cyberbullying detection beyond text classification, or multimodal (image+text) harmful content detection.

There are 38 hate speech content moderation frameworks tracked. 2 score above 50 (established tier). The highest-rated is Hironsan/HateSonar at 53/100 with 193 stars.

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#	Framework	Score	Tier	Stars	Language
1	Hironsan/HateSonar Hate Speech Detection Library for Python.	53	Established	193	Jupyter Notebook
2	t-davidson/hate-speech-and-offensive-language Repository for the paper "Automated Hate Speech Detection and the Problem of...	51	Established	837	Jupyter Notebook
3	franciellevargas/HateBR HateBR is the first large-scale expert annotated dataset of Brazilian...	46	Emerging	45	—
4	rishabhmisra/News-Headlines-Dataset-For-Sarcasm-Detection High quality dataset for the task of Sarcasm Detection	39	Emerging	95	—
5	b4k0/CBDA Cyber Bullying Detection Application (CBDA)	36	Emerging	13	Python
6	raklugrin01/Disaster-Tweets-Analysis-and-Classification Analysing Disaster related tweets dataset and build a classifier using deep...	35	Emerging	10	Jupyter Notebook
7	duonghuuphuc/hate-speech-detection Resources for CSoNet-2021 paper: Detecting Hate Speech Contents Using...	34	Emerging	6	Jupyter Notebook
8	rematchka/Irony-and-Sarcasm-detection-in-Arabic-tweets This repo represents model developed for Irony and sentiment detection in...	34	Emerging	10	Jupyter Notebook
9	roshancyriacmathew/hate-speech-detection-using-machine-learning This is a python project that is used to identify hate speech in tweets. The...	33	Emerging	37	Jupyter Notebook
10	shrinidhikr/MLH-AntiCyberBullying-API REST-API for detecting abusive and profane contents on social media platforms	29	Experimental	1	Java
11	surrey-nlp/S3D This repository contains our sarcasm annotated datasets along with notebooks...	29	Experimental	7	Jupyter Notebook
12	Dipanshu7777/bullying-detector Cyberbullying Detection App using BERT NLP and Streamlit	26	Experimental	7	Python
13	shreyansh-21/HateShield HateShield is an AI-powered hate speech detection system using LSTM for text...	25	Experimental	3	Jupyter Notebook
14	omkmorendha/Harm-meme-detection A Deep-learning model for classifying a meme as harmful or not	24	Experimental	4	Jupyter Notebook
15	daniel-rychlewski/hateblock Evaluates a client-side model built on top of the Universal Sentence Encoder...	22	Experimental	2	JavaScript
16	xndien2004/Multimodal-Sarcasm-Detection-for-UITC2024 The Multimodal Sarcasm Detection System detects sarcasm in multimedia...	21	Experimental	23	Jupyter Notebook
17	VuDaiDuong-325/Automated-ViHSD-Pipeline-with-Realtime-Retraining An advanced Vietnamese content moderation system utilizing a hybrid Bi-LSTM...	21	Experimental	—	Jupyter Notebook
18	sergio11/disasters_prediction 🚨 Classifying disaster-related tweets using deep learning 🤖 to identify real...	21	Experimental	3	Jupyter Notebook
19	hafidh561/memes-classification Memes classification is the process of categorizing internet memes into...	20	Experimental	5	Python
20	Luxshan2000/dravida-kavacham DravidaKavacham is an open-source tool for detecting abusive content in...	19	Experimental	3	Jupyter Notebook
21	sajjadrahman56/speech-classification This is an NLP based project where the goal to classification of hate speech	18	Experimental	2	—
22	bhavesheccentr1c/Cyberbullying-Detection-in-HINDI-ENG-Text Deep learning model to detect cyberbullying in code mixed text (Romanized...	17	Experimental	—	Jupyter Notebook
23	Hazrat-Ali9/Disaster-Tweet-Classification-Using-NLP-and-Machine-Learning ✈ Disaster Tweet ⛴ Classification 🚀 Using NLP 🚃 Machine Learning 🛫 is a data...	16	Experimental	40	—
24	Dhanush3620/Hate-speech-detection Applying NLP tecniques to identify and flag hate speech on social media platforms (X)	14	Experimental	—	HTML
25	abhiverse01/hatespeech-multimodal-detection Multi-Modal Hate Speech Detection using Deep Learning.	13	Experimental	4	Jupyter Notebook
26	parthipkrishna1/YTCyberbullyingDetection An end-to-end machine learning system for detecting cyberbullying comments...	13	Experimental	—	Jupyter Notebook
27	sntsemilio/Hate-Speech-Detection-System Advanced hate speech detection system using custom transformer architecture....	13	Experimental	—	Jupyter Notebook
28	JINHXu/how-much-hate-with-china Code repository for the paper: How Much Hate with #china? A Preliminary...	12	Experimental	5	Jupyter Notebook
29	harjeet-blue/Multimodal-hateful-meme-detection Multimodal (Visuals & Language) hateful memes detection: on Hateful memes...	12	Experimental	6	Jupyter Notebook
30	rjjfox/disaster-response-classification Multilabel classification to categorise messages received during a disaster	11	Experimental	3	HTML
31	krishnareddy006/HATE-SPEECH-DETECTION-THROUGH-HYBRIB-DEEP-LEARNING-TECHNIQUE Detect hate speech in real-time using an LSTM-based deep learning model with...	11	Experimental	1	HTML
32	duonghuuphuc/mmhs2023 Fusion Network for Multimodal Hate Speech Detection (ICIIT 2024, Vietnam)	11	Experimental	—	—
33	DAL3X/reddit-sarcasm-detection A neural network trained for detecting sarcasm in reddit comments. This...	11	Experimental	—	Jupyter Notebook
34	varmatilak22/Hate_Speech_Detection Hate speech detection using a Decision Tree algorithm classifies text as...	11	Experimental	4	Jupyter Notebook
35	Muslimahhh/DetectHer DetectHer is a lightweight ML project that detects gendered harassment on...	10	Experimental	2	PowerShell
36	prathyuma-08/Telugu-Hate-Comments-Classification Hate Comments Classification using Deep Learning	10	Experimental	2	Jupyter Notebook
37	emojipasta/Hate-Speech-Detection Detect hate speech in tweets using NLP and Machine Learning. This project...	10	Experimental	1	Jupyter Notebook
38	thisishardik/twitter-hate-tweets-detection This application can detect the hate and toxic tweets of users amongst an...	10	Experimental	2	Jupyter Notebook