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 36 hate speech content moderation frameworks tracked. The highest-rated is Hironsan/HateSonar at 46/100 with 193 stars.

Get all 36 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=hate-speech-content-moderation&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	Hironsan/HateSonar Hate Speech Detection Library for Python.	46	Emerging	193	Jupyter Notebook
2	t-davidson/hate-speech-and-offensive-language Repository for the paper "Automated Hate Speech Detection and the Problem of...	44	Emerging	837	Jupyter Notebook
3	franciellevargas/HateBR HateBR is the first large-scale expert annotated dataset of Brazilian...	43	Emerging	45	—
4	rishabhmisra/News-Headlines-Dataset-For-Sarcasm-Detection High quality dataset for the task of Sarcasm Detection	32	Emerging	95	—
5	b4k0/CBDA Cyber Bullying Detection Application (CBDA)	29	Experimental	13	Python
6	raklugrin01/Disaster-Tweets-Analysis-and-Classification Analysing Disaster related tweets dataset and build a classifier using deep...	28	Experimental	10	Jupyter Notebook
7	duonghuuphuc/hate-speech-detection Resources for CSoNet-2021 paper: Detecting Hate Speech Contents Using...	27	Experimental	6	Jupyter Notebook
8	rematchka/Irony-and-Sarcasm-detection-in-Arabic-tweets This repo represents model developed for Irony and sentiment detection in...	27	Experimental	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...	26	Experimental	37	Jupyter Notebook
10	shrinidhikr/MLH-AntiCyberBullying-API REST-API for detecting abusive and profane contents on social media platforms	22	Experimental	1	Java
11	surrey-nlp/S3D This repository contains our sarcasm annotated datasets along with notebooks...	22	Experimental	7	Jupyter Notebook
12	MickaelDP/Hate-Speech-Detection-NLP-Pipeline Central hub for a hybrid NLP framework. It anchors the core Executive...	22	Experimental	—	Jupyter Notebook
13	MickaelDP/NLP-Exploratory-Pipeline-HateSpeech NLP pipeline for unsupervised hate speech detection in French social media...	22	Experimental	—	Jupyter Notebook
14	jayantverma2809/Cyberbullying-Tweet-Recognition-App This project uses Natural Language Processing (NLP) to analyze tweets and...	21	Experimental	7	Jupyter Notebook
15	Dipanshu7777/bullying-detector Cyberbullying Detection App using BERT NLP and Streamlit	20	Experimental	7	Python
16	sebastiansauer/hate-speech-barometer Infrastructure for hate-speech detection	19	Experimental	—	HTML
17	VuDaiDuong-325/Automated-ViHSD-Pipeline-with-Realtime-Retraining An advanced Vietnamese content moderation system utilizing a hybrid Bi-LSTM...	19	Experimental	—	Jupyter Notebook
18	shreyansh-21/HateShield HateShield is an AI-powered hate speech detection system using LSTM for text...	18	Experimental	3	Jupyter Notebook
19	omkmorendha/Harm-meme-detection A Deep-learning model for classifying a meme as harmful or not	17	Experimental	4	Jupyter Notebook
20	bhavesheccentr1c/Cyberbullying-Detection-in-HINDI-ENG-Text Deep learning model to detect cyberbullying in code mixed text (Romanized...	15	Experimental	—	Jupyter Notebook
21	daniel-rychlewski/hateblock Evaluates a client-side model built on top of the Universal Sentence Encoder...	15	Experimental	2	JavaScript
22	sergio11/disasters_prediction 🚨 Classifying disaster-related tweets using deep learning 🤖 to identify real...	14	Experimental	3	Jupyter Notebook
23	Dhanush3620/Hate-speech-detection Applying NLP tecniques to identify and flag hate speech on social media platforms (X)	14	Experimental	—	HTML
24	xndien2004/Multimodal-Sarcasm-Detection-for-UITC2024 The Multimodal Sarcasm Detection System detects sarcasm in multimedia...	14	Experimental	23	Jupyter Notebook
25	hafidh561/memes-classification Memes classification is the process of categorizing internet memes into...	13	Experimental	5	Python
26	hassanzadehmahdi/Sarcasm-detection-in-social-networks-in-Persian-language This is an NLP project, where I am attempting to detect sarcasm in social...	13	Experimental	5	Jupyter Notebook
27	YamenRM/NLP-Sarcasm-Detection-Project This project explores sarcasm detection in news headlines using both...	12	Experimental	1	Jupyter Notebook
28	Luxshan2000/dravida-kavacham DravidaKavacham is an open-source tool for detecting abusive content in...	12	Experimental	3	Jupyter Notebook
29	cezarbulancea/NLP-with-Disaster-Tweets System that classifies real disasters from tweets using NLP.	12	Experimental	4	Jupyter Notebook
30	sntsemilio/Hate-Speech-Detection-System Advanced hate speech detection system using custom transformer architecture....	11	Experimental	—	Jupyter Notebook
31	parthipkrishna1/YTCyberbullyingDetection An end-to-end machine learning system for detecting cyberbullying comments...	11	Experimental	—	Jupyter Notebook
32	sajjadrahman56/speech-classification This is an NLP based project where the goal to classification of hate speech	11	Experimental	2	—
33	ppopgi-pang/ppopgipang-chat-bert 뽑기팡 채팅 환경에서 사기·위험 발화를 탐지하기 위한 BERT 기반 NLP 모델 학습 레포지토리	11	Experimental	—	Jupyter Notebook
34	x-y-g/SarcEmotiq SarcEmotiq is a tool for detecting sarcasm in English speech using audio and text.	11	Experimental	—	HTML
35	Hazrat-Ali9/Disaster-Tweet-Classification-Using-NLP-and-Machine-Learning ✈ Disaster Tweet ⛴ Classification 🚀 Using NLP 🚃 Machine Learning 🛫 is a data...	10	Experimental	40	—
36	ART-Group-it/HateSpeechKermit KERM-HATE push forward the research on how syntactic information can be used...	10	Experimental	1	Jupyter Notebook