hate-speech

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unitaryai /detoxify

Star1k

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

nlp kaggle-competition sentence-classification bert hatespeech hate-speech toxicity toxic-comment-classification toxic-comments bert-model hate-speech-detection huggingface pytorch-lightning toxicity-classification huggingface-transformers

UpdatedApr 7, 2025
Python

t-davidson /hate-speech-and-offensive-language

Star811

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

nlp classifier machine-learning natural-language-processing twitter dataset abuse labeled-data offensive icwsm computational-social-science hatespeech offensive-language hate-speech

UpdatedJun 12, 2023
Jupyter Notebook

kocohub /korean-hate-speech

Star383

Korean HateSpeech Dataset

natural-language-processing dataset korean-nlp hate-speech

UpdatedJul 18, 2020

hate-alert /HateXplain

Star203

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

detection lstm offensive bias hatespeech hate-speech interpretable-deep-learning attention-lstm bert-model explainability bert-fine-tuning

UpdatedJun 12, 2023
Python

Hironsan /HateSonar

Sponsor

Star188

Hate Speech Detection Library for Python.

python machine-learning natural-language-processing hate-speech

UpdatedApr 20, 2025
Jupyter Notebook

surge-ai /toxicity

Star178

The world's largest social media toxicity dataset.

hate-speech toxicity content-moderation hate-speech-detection

UpdatedJun 10, 2022

hate-alert /DE-LIMIT

Star109

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

multilingual classification bert hate-speech cnn-gru laser-embeddings

UpdatedJun 12, 2023
Jupyter Notebook

manoelhortaribeiro /HatefulUsersTwitter

Star74

Code for the paper "Characterizing and Detecting Hateful Users on Twitter"

twitter abuse-detection hate-speech

UpdatedApr 20, 2021
Jupyter Notebook

ruanchaves /napolab

Star67

A Natural Portuguese Language Benchmark (Napolab) for the evaluation of language models.

python nlp transformers english spanish benchmarks question-answering semantic-similarity datasets portuguese catalan textual-entailment hate-speech text-simplification galician huggingface huggingface-transformers large-language-models

UpdatedMar 4, 2025
Python

hate-alert /Hate-Speech-Reading-List

Star46

This repository contains papers and resources pertaining to Hate speech research.

counter research speech reading-list hate hatespeech hate-speech counterspeech counter-speech

UpdatedMay 30, 2021

hate-alert /Tutorial-Resources

Star37

Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021

nlp natural-language-processing tutorial twitter hatespeech abuse-detection hate-speech bert-model counterspeech hate-speech-detection huggingface xlm-roberta xlmroberta huggingface-transformers icwsm2021

UpdatedFeb 23, 2022
Python

phusroyal /ViHOS

Star35

Repository for the paper "ViHOS: Vietnamese Hate and Offensive Spans Detection" (EACL2023)

nlp benchmark machine-learning natural-language-processing deep-learning python3 dataset sequence-labeling vietnamese-nlp social-media-mining hate-speech benchmark-datasets span-prediction vietnamese-dataset span-detection vihos

UpdatedNov 25, 2023
Jupyter Notebook

sidneykung /twitter_hate_speech_detection

Star30

Capstone project to automate Twitter hate speech detection with classification modeling.

nlp twitter classification logistic-regression nlp-machine-learning hate-speech hate-speech-tweets

UpdatedMay 17, 2021
Jupyter Notebook

the-markup /investigation-youtube-ad-placements

Star30

Data and code from our stories, "Google Has a Secret Blocklist that Hides YouTube Hate Videos from Advertisers—But It’s Full of Holes," and "Google Blocks Advertisers from Targeting Black Lives Matter YouTube Videos."

youtube social-justice hate keyword-lists hate-speech algorithm-auditing racial-justice undocumented-endpoints

UpdatedAug 23, 2021
Jupyter Notebook

undp /iVerify-Apps

Star27

iVerify Apps: Apps that support the AI-powered iVerify platform to combat misinformation and hate speech

elections misinformation disinformation hate-speech information-pollution

UpdatedMar 27, 2025
TypeScript

hate-alert /Fear-speech-analysis

Star26

Can fear be used for polarisation and spreading negativity? Our paper accepted in The Web conference 2021 tries to explore this question in light of public Whatsapp groups.

natural-language-processing paper transformers survey dataset whatsapp facebook-ads hatespeech hate-speech fear-speech whatsapp-groups fearspeech

UpdatedMar 27, 2023
Jupyter Notebook

MilaNLProc /honest

Star21

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

nlp natural-language-processing embeddings transformer nlp-library nlp-machine-learning bert hatespeech offensive-language hate-speech toxicity

UpdatedApr 8, 2025
Python

richouzo /hate-speech-detection-survey

Star21

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

nlp machine-learning natural-language-processing social-media twitter deep-learning transformers bert hatespeech offensive-language hate-speech xai hate-speech-detection huggingface captum