toxic-comment-classification

There are 13 repositories under toxic-comment-classification 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.
bert bert-model hate-speech hate-speech-detection hatespeech huggingface huggingface-transformers kaggle-competition nlp pytorch-lightning sentence-classification toxic-comment-classification toxic-comments toxicity toxicity-classification
Language:Python 856
zake7749 / DeepToxic
top 1% solution to toxic comment classification challenge on Kaggle.
deep-learning kaggle keras natural-language-processing pos pytorch sentence-classification textblob toxic-comment-classification tutorial
Language:Jupyter Notebook 194
peRspective
favstats / peRspective
An R wrapper for Conversation AI's Perspective API
rstats perspective-api toxic-comment-classification machine-learning
Language:HTML 51
KevinLiao159 / Quora
Kaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations
kaggle machine-learning natural-language-processing deep-learning neural-networks toxic-comment-classification
Language:Python 36
JAugusto97 / ToLD-Br
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis
natural-language-processing bert automl toxic-comment-classification multilabel-classification binary-classification dataset portuguese-brazilian zero-shot-learning multilingual-models
Language:Jupyter Notebook 34
linjianz / toxic_comment_classification
在Pytorch下，采用LSTM/C-LSTM/CNN等方法，对评论进行多标签分类
pytorch toxic-comment-classification
Language:Python 31
DeTox
jaydeepjethwa / DeTox
A web-app to identify toxic comments in a youtube channel and delete them.
bert fastapi google-oauth2 natural-language-processing pytorch toxic-comment-classification youtube-data-api-v3 huggingface-transformers end-to-end-machine-learning machine-learning python nlp full-stack-deep-learning hate-speech-detection machine-learning-production toxic-comments toxicity-classification youtube youtube-data-api bert-model
Language:Jupyter Notebook 24
iampukar / toxic-comments-classification
Kaggle Competition: Toxic Comments Classification (Link: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge)
kaggle kaggle-competition toxic-comment-classification
Language:Jupyter Notebook 17
DenisIndenbom / AntiToxicBot
AntiToxicBot is a bot that detects toxics in a chat using Data Science and Machine Learning technologies. The bot will warn admins about toxic users. Also, the admin can allow the bot to ban toxics.
telegram-bot nlp-machine-learning machine-learning toxic-comment-classification toxicity-classification toxicity-detection natural-language-processing telegram bot
Language:Jupyter Notebook 16
chachamatcha / DL_Text_Classification
Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.
nlp keras kaggle kaggle-competition toxic-comment-classification text text-classification deep-learning deep-neural-networks deep-learning-tutorial tutorial python gpu natural-language-processing text-processing tensorflow-gpu keras-tutorials benchmark benchmarks
Language:Jupyter Notebook 14
imrahulr / Toxic-Comment-Classification-Kaggle
Deep Learning for Toxic Comment Classification
nlp-machine-learning text-classification python3 keras nlp kaggle toxic-comment-classification alphabet rnn cnn-text-classification deep-learning
Language:Jupyter Notebook 14
WSU-SEAL / ToxiCR
A supervised learning based tool to identify toxic code review comments
codereview natural-language-processing nlp toxic-comment-classification toxicity-analysis toxicity-classification toxicity-detection
Language:Python 14
blanchefort / text_mining
Набор ноутбуков, в которых решаются различные задачи обработки естественного языка (NLP).
nlp nlp-machine-learning toxic-comment-classification text-classification pytorch russian-language
Language:Jupyter Notebook 13
orgoro / white-2-black
The official code to reproduce results from the NACCL2019 paper: White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks
nlp toxicity toxic-comment-classification adversarial-attacks adversarial-networks
Language:Python 12
yannikbenz / zeroe
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks
roberta phonetic-perturbations pretrained-models snli pos adversarial-attacks machine-learning deep-learning toxic-comment-classification
Language:Python 12
akash18tripathi / MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network
This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.
adjacency-matrix attention-mechanism bert bert-embeddings bilstm binary-relevance classifier-chains cnn embeddings glove-embeddings graph-neural-networks hierarchical-models multilabel-classification onevsrestclassifier reuters-dataset text-classification text-preprocessing-techniques toxic-comment-classification
Language:Jupyter Notebook 11
ToxicBot-Discord / ToxicBot
A discord bot capable of detecting toxic messages sent to a server, delete them and warn the author.
discord-bot toxic-comment-classification nlp hacktoberfest
Language:Python 11
tushar50896 / cuss_inspect
A basic and simple yet powerful Python library to detect toxicity/profanity of a review or list of reveiws.
cusswords profanity-detection swearing-detector abusive-language-detection review-checks scikit-learn logistic-regression toxic-comment-classification python profanity
Language:Python 10
margaritageleta / multilingual-toxicity-detector
NLP deep learning model for multilingual toxicity detection in text 📚
nlp distilbert toxicity-detection multilingual-models flask-ajax tensorflow2 toxic-comment-classification toxicity-prediction toxicity-classification flask notebook-jupyter
Language:Jupyter Notebook 8
amirmohammadraei / cloud-services
Familiarity with some cloud services
django ibm-watson text-to-speech toxic-comment-classification
Language:HTML 7
Windshield-Viper / Puffin-Discord-Bot
Open source discord moderation bot leveraging NLP with a focus on explainability.
discord-bot moderation-bot natural-language-processing safety toxic-comment-classification toxicity-analysis
Language:Jupyter Notebook 7
dimitreOliveira / Jigsaw-Multilingual-Toxic-Comment-Classification
:3rd_place_medal: (Bronze medal - 100th place - Top 7%) Repository for the "Jigsaw Multilingual Toxic Comment Classification" Kaggle competition.
deep-learning kaggle kaggle-competition machine-learning multilabel-classification multilingual natural-language-processing nlp tensorflow text-classification toxic-comment-classification transfer-learning transformer xlm-roberta
Language:Jupyter Notebook 6
joy-wj / toxic-content-detection
Toxic content classification using Deep Learning Pytorch
deep-learning pytorch toxic-comment-classification
Language:Jupyter Notebook 6
nsbarsukov / toxic-comments-detector
Репозиторий python-пакета "toxicity". Выявление токсичного контента в русскоязычных текстах c помощью глубокого обучения.
deep-learning toxic-comment-classification toxic-comments-detector toxicity hate-speech
Language:Jupyter Notebook 6
barbaraneves / gender-bias-in-virtual-assistants
Final Project of the Data Science postgraduate class at MDCC/UFC
data-science gender-detection gender-classification toxic-comment-classification toxicity virtual-assistant dialogue-systems deep-learning bert-model lstm-model fasttext-embeddings gender-bias gender-based-violence
Language:Jupyter Notebook 5
cvcio / rtaa-classifier
Comments & Twitter accounts gRPC classification service.
bot-classification classification toxic-comment-classification twitter catboost detoxify grpc huggingface python transformers
Language:Python 5
HaoWeiHe / Multi-label-classification
Identify and classify toxic commentary
bert imbalance-classification lstm-neural-networks multilabel-classification toxic-comment-classification transfer-learning visualization
Language:Python 5
imrahulr / Recurrent-Capsule-Net
Recurrent Capsule Network for Text Classification
recurrent-neural-network capsule-network convolutional-neural-network deep-learning text-classification toxic-comment-classification yelp-reviews imdb-sentiment-analysis yelp-dataset kaggle keras gru roc-auc agnews
Language:Jupyter Notebook 5
Mussabat / HateSpeech-EACL-2024
This repository contains the system description and the codes that we implemented for participating in EACL-2024 Shared Task-5.
bert dravidian-languages eacl eacl-2024 hate-speech-detection ml nlp transformers transliteration hate-speech hatespeech huggingface offensive telegu toxic-comment-classification augmentation
Language:Jupyter Notebook 5
ATLAS-predictors
smoke-trees / ATLAS-predictors
Total Surveillance for Infiltrators, a defense security solutions suite, sort documents on the fly for malcontent, configure drones for maximum area coverage, send communications via commo hubs, protected by swarm and blockchain. TLDR : Automated Solutions for Counter Insurgency. This repo contains the AI/ML models.
natural-language-processing toxic-comment-classification object-detection yolov3-tiny imageai-python-library resnet-50
Language:Python 5
andiosika / NLP-to-identify-toxic-or-abusive-language-for-online-conversation-using-Keras-Deep-Learning-Models
Natural Language Processing: A multi-headed model capable of detecting different types of online discussion toxicity like threats, obscenity, insults, and identity-based hate using Keras RNN LSTM and focal loss to address a hyper-imbalanced dataset.
nlp nlp-machine-learning keras-neural-networks focal-loss toxic-comment-classification
Language:Jupyter Notebook 4
Toxic-Comment-Classifier
bensonruan / Toxic-Comment-Classifier
Toxic-Comment-Classifier
artificial-intelligence javascript machine-learning natural-language-processing nlp tensorflowjs toxic-comment-classification
Language:JavaScript 4
ritika-0111 / Bias-Toxic-Classification
Bert Classification on Jigsaw Data with Gender as a basic genre, followed by identifying Bias in Toxic Classification.
bert-classification jigsaw toxic-comment-classification bias-detection
Language:Jupyter Notebook 4
SamuelTelesSilva / toxic_comment_detection
Detecção de comentários ou textos preconceituosos com processamento de linguagem natural. Projeto apresentado ao Curso de Especialização Lato sensu de Inteligência Artificial e Aprendizado de Máquina da Universidade Nove de Julho.
bert binary-classification deep-learning keras-tensorflow multilabel-classification natural-language-processing normalization-text portuguese-brazilian python sentiment-analysis sentiment-classification sklearn spacy-nlp toxic-comment-classification
Language:Jupyter Notebook 4
gamingflexer / twitter-account-analysis
Twitter Account | Sentimental Analysis
scraping sentiment-analysis toxic-comment-classification twitter
Language:Jupyter Notebook 3
praj2408 / Jigsaw-Toxic-Comment-Classification
The Toxic Comment Classification project is an application that uses deep learning to identify toxic comments as toxic, severe toxic, obscene, threat, insult, and identity hate based using various NLP algorithm
bert-model tensorflow nlp-machine-learning python3 end-to-end mlops toxic-comment-classification
Language:Jupyter Notebook 3

toxic-comment-classification

unitaryai / detoxify

zake7749 / DeepToxic

favstats / peRspective

KevinLiao159 / Quora

JAugusto97 / ToLD-Br

linjianz / toxic_comment_classification

jaydeepjethwa / DeTox

iampukar / toxic-comments-classification

DenisIndenbom / AntiToxicBot

chachamatcha / DL_Text_Classification

imrahulr / Toxic-Comment-Classification-Kaggle

WSU-SEAL / ToxiCR

blanchefort / text_mining

orgoro / white-2-black

yannikbenz / zeroe

akash18tripathi / MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network

ToxicBot-Discord / ToxicBot

tushar50896 / cuss_inspect

margaritageleta / multilingual-toxicity-detector

amirmohammadraei / cloud-services

Windshield-Viper / Puffin-Discord-Bot

dimitreOliveira / Jigsaw-Multilingual-Toxic-Comment-Classification

joy-wj / toxic-content-detection

nsbarsukov / toxic-comments-detector

barbaraneves / gender-bias-in-virtual-assistants

cvcio / rtaa-classifier

HaoWeiHe / Multi-label-classification

imrahulr / Recurrent-Capsule-Net

Mussabat / HateSpeech-EACL-2024

smoke-trees / ATLAS-predictors

andiosika / NLP-to-identify-toxic-or-abusive-language-for-online-conversation-using-Keras-Deep-Learning-Models

bensonruan / Toxic-Comment-Classifier

ritika-0111 / Bias-Toxic-Classification

SamuelTelesSilva / toxic_comment_detection

gamingflexer / twitter-account-analysis

praj2408 / Jigsaw-Toxic-Comment-Classification