hate-speech

There are 2 repositories under hate-speech topic.

• unitaryai / detoxify

  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.

  bertbert-modelhuggingface-transformershuggingfacenlptoxic-comment-classificationtoxicitytoxic-commentssentence-classificationkaggle-competitionpytorch-lightninghatespeechhate-speech-detectiontoxicity-classificationhate-speech
  Language:Python 848

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

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

  hatespeechoffensivenlpicwsmtwitterabuseoffensive-languagehate-speechnatural-language-processingdatasetlabeled-dataclassifiermachine-learningcomputational-social-science
  Language:Jupyter Notebook 755

• kocohub / korean-hate-speech

  Korean HateSpeech Dataset

  datasetkorean-nlphate-speechnatural-language-processing
  366

• Hironsan / HateSonar

  Hate Speech Detection Library for Python.

  hate-speechmachine-learningnatural-language-processingpython
  Language:Jupyter Notebook 179

• hate-alert / HateXplain

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

  explainabilityhate-speechbiasoffensivedetectionhatespeechinterpretable-deep-learningbert-modellstmattention-lstmbert-fine-tuning
  Language:Python 177

• surge-ai / toxicity

  The world's largest social media toxicity dataset.

  toxicitycontent-moderationhate-speechhate-speech-detection
  171

• hate-alert / DE-LIMIT

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

  bertlaser-embeddingsclassificationcnn-gruhate-speechmultilingual
  Language:Jupyter Notebook 104

• manoelhortaribeiro / HatefulUsersTwitter

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

  abuse-detectionhate-speechtwitter
  Language:Jupyter Notebook 71
• napolab

  ruanchaves / napolab

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

  benchmarkscatalandatasetsenglishgalicianhate-speechhuggingfacelarge-language-modelsnlpportuguesequestion-answeringsemantic-similarityspanishtext-simplificationtextual-entailmenttransformershuggingface-transformerspython
  Language:Python 51

• hate-alert / Hate-Speech-Reading-List

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

  reading-listhatespeechhate-speechcounterspeechcounter-speechresearchhatespeechcounter
  41

• hate-alert / Tutorial-Resources

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

  hatespeechhate-speech-detectionhate-speechcounterspeechtwittertutorialicwsm2021nlpnatural-language-processingbert-modelxlmrobertaxlm-robertahuggingface-transformershuggingfaceabuse-detection
  Language:Python 33

• phusroyal / ViHOS

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

  datasetdeep-learninghate-speechnatural-language-processingsocial-media-miningnlpmachine-learningpython3sequence-labelingspan-detectionspan-predictionvietnamese-datasetvietnamese-nlpvihosbenchmarkbenchmark-datasets
  Language:Jupyter Notebook 31
• investigation-youtube-ad-placements

  the-markup / investigation-youtube-ad-placements

  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."

  youtubekeyword-listshatehate-speechundocumented-endpointsalgorithm-auditingracial-justicesocial-justice
  Language:Jupyter Notebook 27

• sidneykung / twitter_hate_speech_detection

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

  classificationhate-speechhate-speech-tweetslogistic-regressionnlpnlp-machine-learningtwitter
  Language:Jupyter Notebook 26

• hate-alert / Fear-speech-analysis

  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.

  fear-speechwhatsapphate-speechtransformerssurveyfacebook-adshatespeechnatural-language-processingpaperfearspeechwhatsapp-groupsdataset
  Language:Jupyter Notebook 24
• iVerify-Apps

  undp / iVerify-Apps

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

  misinformationdisinformationhate-speechinformation-pollutionelections
  Language:TypeScript 21

• richouzo / hate-speech-detection-survey

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

  nlpmachine-learningdeep-learningnatural-language-processingtwitterhatespeechoffensive-languagesocial-mediahate-speechhate-speech-detectionberttransformershuggingfacecaptumxai
  Language:Jupyter Notebook 20

• MilaNLProc / honest

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

  nlpembeddingstransformernlp-librarynlp-machine-learningberthatespeechhate-speechoffensive-languagetoxicitynatural-language-processing
  Language:Python 19

• jaeyk / intersectional-bias-in-ml

  Intersectional bias in hate speech and abusive language datasets

  abusive-languagebiasfairnesshate-speechicwsmmachine-learningtwitter
  Language:Jupyter Notebook 14

• hate-alert / HateALERT-EVALITA

  Code for replicating results of team 'hateminers' at EVALITA-2018 for AMI task

  classificationhate-speechmisogynynlpuniversal-sentence-encoderglove-embeddingstfidfhatespeech
  Language:Jupyter Notebook 13

• eigenfoo / reddit-clusters

  Understanding hateful subreddits through text clustering

  reddithate-speechtext-clusteringnmf
  Language:Python 11

• violentometro-online-team / violentometro-online

  Prototype to detect Spanish hate-speech against women online.

  hate-speechwomendata-sciencestreamlitherokuspanish-hate-speech
  Language:Jupyter Notebook 11
• polids

  AndreCNF / polids

  Analysis of electoral manifestos and output of it through apps.

  dashboarddata-sciencedata-visualizationhate-speechnatural-language-processingnlppoliticssentiment-analysis
  Language:Python 10

• Social-AI-Studio / HatReD

  Dataset and code implementation for the paper "Decoding the Underlying Meaning of Multimodal Hateful Memes" (IJCAI'23).

  content-moderationhateful-memeshate-speechmultimodaldataset
  Language:Python 10

• AfriHate / AfriHate

  This is a repository for AfriHate Project

  hate-speechhatefulhatespeechoffensiveoffensive-languagetoxic
  8

• fmplaza / hate-speech-spanish-lexicons

  Useful resources for hate speech detection in Spanish

  lexiconsspanishhate-speech-detectionhate-speech
  8

• faizaladhitama / Hierarchical-Multi-Label-Classification-API

  Hierarchical Multi Label Hate Speech and Abusive Language Classification

  hatespeechmulti-labelmultilabelclassificationmultilabel-classificationindonesianindonesian-hatespeechtwittertext-classificationtext-classification-pythonindonesian-researchabusive-languagehate-speech-detectionhate-speechujaran-kebenciankata-kasarujaranindonesia
  Language:Python 7

• unnathi10 / HateSpeechDetection

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

  machine-learningdeep-learninggoogle-speech-to-texthate-speechpythonrnnnaive-bayeslinear-svmrandom-forestroc-curve
  Language:Jupyter Notebook 7

• yilingchung / counternarrative-resources

  Resources on hate speech moderation through counter narratives, counter speech

  counter-narrativeshate-speechnlpsurveycounterspeech
  7

• ciwang / deep_hatespeech

  Classifying hate speech with deep learning (honors thesis 2017-18)

  natural-language-processingcomputational-social-sciencehatespeechoffensive-languagehate-speechdiscriminationnlpmachine-learning
  Language:Jupyter Notebook 6

• nsbarsukov / toxic-comments-detector

  Репозиторий python-пакета "toxicity". Выявление токсичного контента в русскоязычных текстах c помощью глубокого обучения.

  deep-learningtoxic-comment-classificationtoxic-comments-detectortoxicityhate-speech
  Language:Jupyter Notebook 6

• thepharmproject / set_of_scripts

  PHARM (Preventing Hate Against Refugees and Migrants) is a European project funded by the European Union, within Rights, Equality and Citizenship program. The main goal of the project is to monitor and model hate speech against refugees and migrants in Greece, Italy and Spain in order to predict and combat hate crime.

  hate-speechmigrantsrefugeesdetection
  Language:Python 6

• kmi-linguistics / trac-1

  Repository hosting dataset for the Shared Task on Aggression Identification during First Workshop on Trolling, Aggression and Cyberbullying (TRAC - 1) as COLING - 2018. Please visit the workshop website - https://sites.google.com/view/trac1/home - for more details

  aggressiontrac1trollingcyberbullyingcyberbullying-detectionaggression-identificationhate-speechabuse-detectionabusive-languagecoling2018coling-2018social-mediafacebooksocial-network
  5

• rafaelgreca / TFG

  Comparação de algoritmos de aprendizado profundo na classificação de comentários contendo discurso de ódio na internet.

  sentiment-analysisanalise-de-sentimentosdiscurso-de-odiohate-speechhate-speech-detectionlstmrnccnndeep-learningaprendizado-profundopythonkeras
  Language:Jupyter Notebook 5

• jpcorb20 / toxic-comment-server

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

  flaskhate-speechhuggingface-transformerskaggle-datasetsklearntorch
  Language:Python 4

• yilingchung / Towards_KN_CN_Generation

  Knowledge-bound counter speech generation to challenge hate speech

  counter-narrativescounter-speechhate-speechnlgnlp
  Language:Julia 4