Projects in Awesome Lists tagged with hate-speech-detection

https://github.com/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 [email protected].

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

Last synced: 14 May 2025

https://github.com/atrifat/nostr-filter-relay

A nostr relay docker image package which filter content based on content type (SFW/NSFW), user type, language, hate speech (toxic comment), sentiment, topic, and various rules.

docker hate-speech-detection language-detection nodejs nostr nsfw-detection sentiment-analysis topic-classification

Last synced: 20 Nov 2024

https://github.com/microsoft/rtp-lx

Repository for the paper "RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios?"

hate-speech-detection multilingual open-data prompting toxic-language

Last synced: 02 Feb 2025

https://github.com/mantreshkhurana/twitter-toxicity-detection-flask

This is a simple python program which uses a machine learning model to detect toxicity in tweets, developed in Flask.

flask hate-speech-detection hate-speech-detection-flask linear-regression ml python scikit-learn sklearn toxicity-detection twitter-api

Last synced: 05 Mar 2025

https://github.com/mantreshkhurana/twitter-toxicity-detection-tkinter

This is a simple python program which uses a machine learning model to detect toxicity in tweets, GUI in Tkinter.

hate-speech-detection linear-regression ml python scikit-learn sklearn tkinter toxicity-detection twitter-api

Last synced: 05 Mar 2025

https://github.com/tharindudr/hasoc-2019

Hate Speech and Offensive Content Identification in Indo-European Languages

deep-learning hate-speech-detection

Last synced: 07 Apr 2025

https://github.com/aflah02/combating_hate_scalably

Vote! Don’t Retrain: Combating Hate in a Scalable Way. This work is an attempt at SemEval 2019 (Task 6) and 2020 (Task 12) Subtask A which aim to perform Binary Classification to identify Offensive Tweets

dl hate-speech-detection ml nlp

Last synced: 20 Nov 2024

https://github.com/MelinaPl/speech-act-analysis

A speech act analysis of offensive language in German Tweets - an annotated datatset.

hate-speech-detection offensive-language speech-acts

Last synced: 05 Apr 2025

https://github.com/shaheennabi/production-ready-end-to-end-hate-speech-classification-project

🎇 NLP Hate Speech Detection with LSTM 🎆 An LSTM-based model for hate speech detection 💬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! 🔥

circcleci docker hate-speech-detection keras tensorflow

Last synced: 07 May 2025

https://github.com/himanshuvnm/foundation-model-large-language-model-fm-llm

This repository was commited under the action of executing important tasks on which modern Generative AI concepts are laid on. In particular, we focussed on three coding actions of Large Language Models. Extra and necessary details are given in the README.md file.

attention-is-all-you-need aws fine-tuning flan-t5 foundation-models generative-ai hate-speech-detection huggingface huggingface-transformers large-language-models lora low-rank-ada ml-m5-2xlarge peft-fine-tuning-llm python3 pytorch rlhf rnn-pytorch

Last synced: 14 May 2025

https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm

🎇 NLP Hate Speech Detection with LSTM 🎆 An LSTM-based model for hate speech detection 💬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! 🔥

circcleci docker hate-speech-detection keras tensorflow

Last synced: 14 Mar 2025

https://github.com/thavarshan/euclidius

👮‍♂️ A basic hate speech detection neural network which analyzes sentence sentiment to determine if the content is hateful, offensive, or acceptable.

ai anaconda hate-speech-detection neural-network python3 sentiment-analysis

Last synced: 23 Feb 2025

https://github.com/romsto/Inappropriate-Language-Classifier

Online video games need a better system to detect inappropriate language in chat, and using machine learning models could help create a safer and more enjoyable environment for all players.

deep-learning hate-speech-detection huggingface machine-learning natural-language-processing natural-language-understanding transformers

Last synced: 05 Apr 2025

https://github.com/rayyan9477/hate-speech-detection

This project is an end-to-end machine learning pipeline designed to evaluate and clean text data. It leverages technologies such as Python, NLTK for natural language processing, and scikit-learn for machine learning.

hate-speech-detection machine-learning natural-language-processing nlp-machine-learning

Last synced: 27 Feb 2025

https://github.com/flurixoww/bert_toxic_filter

Model for filtering hate speech based on BERT.

bert bert-model hate-speech-detection hatespeech machine-learning python pytorch

Last synced: 21 Feb 2025

https://github.com/motcapbovit/big-data-powered-vietnamese-hate-speech-detection-a-kafka-deep-learning-approach

This is the project for the course DS200 - Big Data at the University of Information Technology - Vietnam National University, Ho Chi Minh City.

colab-notebook hate-speech-detection jupyter-notebook kafka python

Last synced: 15 Mar 2025

https://github.com/siavashshams/contextual-embeddings-using-hatebert-and-rnns

We aim to clasify tweets based on three categories 0: hate, 1: offensive, 2: neutral. For this purpose we use HateBert pretrained model with RNNs as the trainable layers

contextual-embeddings hate-speech-detection hatebert t5-model tweet-classification

Last synced: 22 Mar 2025

https://github.com/abdulsamie10/hateoffensivetweetsdetection

This repository contain the code of HateOffensiveTweetsDetection using SVM, Naive Bayes, and Logistic Regression.

dataset hate-speech-detection hate-tweets hatespeech logistic-regression naive-bayes naive-bayes-classifier python python3 svm tweet-analysis

Last synced: 18 Feb 2025

https://github.com/bhavikagarg/hate-speech-offensive-language

Addresses the critical issue of hate speech and offensive language proliferating on online platforms.

deep-learning hate-speech-detection lstm-neural-networks machine-learning python sentiment-analysis

Last synced: 23 Mar 2025

https://github.com/codeonthespectrum/curupira.ia

CurupiraIA: A Brazilian Portuguese hate speech detection model using BERT fine-tuning, inspired by folklore guardianship principles to protect digital communities from toxic content.

ai-ethics bert-fine-tuning bert-model brazilian-portuguese brazilian-tech culture-aware-ai digital-protection hate-speech-detection huggingface-transformers machine-learning nlp-research portuguese-nlp social-media social-media-moderation

Last synced: 15 May 2025

https://github.com/shafaq-aslam/intelligent-hate-speech-detection-using-bidirectional-lstm

This project utilizes deep learning and NLP techniques to detect hate speech in text, promoting safer online communication and enhancing content moderation.

ai-ethics bidirectional-lstm deep-learning hate-speech-detection machine-learning natural-language-processing nlp python text-classification

Last synced: 07 Apr 2025

https://github.com/kanincityy/misogyny_detection_transformers

Building an Effective Misogyny Detection Classifier for Low-Resource Languages

classification cross-lingual-transfer hate-speech-detection huggingface low-resource-nlp nlp pytorch transfer-learning transformers

Last synced: 12 May 2025

https://github.com/shreyansh-21/hateshield

HateShield is an AI-powered hate speech detection system using LSTM for text and ResNet for images. It analyzes social media comments, memes, and other content to identify harmful speech with high accuracy.

ai computer-vision deep-learning hate-speech-detection keras machine-learning nlp tenserflow

Last synced: 31 Mar 2025

https://github.com/mr-mohan-v/twitter-sentiment-analysis

Classifying Hate speech text in twitter using varios Machine Learning Classifiers

bayesclassifier classification decision-tree-classifier hate-speech-detection jupyter-notebook knn-classifier machine-learning natural-language-processing python3 regex regex-pattern svm-classifier text-classification twitter

Last synced: 23 Feb 2025

https://github.com/simulacrum6/op-hate-nlp

Training code and public data for the paper "A Legal Approach to Hate Speech - Operationalizing the EU's Legal Framework against the Expression of Hatred as an NLP Task"

bert-fine-tuning evaluation hate-speech-detection machine-learning neural-networks nlp python

Last synced: 02 Apr 2025

https://github.com/soumya-kushwaha/hate-speech-detection

Hate Speech Detection using Sentiment Analysis and Logistic Regression

hate-speech hate-speech-detection logistic-regression machine-learning

Last synced: 11 Mar 2025

https://github.com/delarosajav/hatespeech-beto-cased-v2

A fine-tuned model for detecting hate speech in Spanish, targeting racism, homophobia, sexism, and transphobia. Built on dccuchile/bert-base-spanish-wwm-cased, it’s trained on the manueltonneau/spanish-hate-speech-superset dataset with additional Paul dataset samples for improved accuracy and nuance. Ideal for content moderation.

bert-fine-tuning bert-model beto content-moderation fine-tuning hate-speech-detection nlp nlp-machine-learning python pytorch sentiment-analysis sentiment-classification social-media-analysis spanish text-classification transformers

Last synced: 13 Apr 2025

https://github.com/ruvenguna94/dialogue-summary-remove-toxic-text-ppo

Fine-tuning FLAN-T5 with PPO and PEFT to generate less toxic text summaries. This notebook leverages Meta AI's hate speech reward model and utilizes RLHF techniques for improved safety.

detoxification dialogue-summarization generative-ai hate-speech-detection nlp ppo-pytorch reward-model toxic-comment-classification toxicity-analysis

Last synced: 06 Apr 2025

https://github.com/zakroum-hicham/hate_speech_detection

Hate Speech Detection using Deep Learning(LSTM)

deep-learning hate-speech-detection lstm nlp text-classification

Last synced: 25 Feb 2025

https://github.com/thefloatingstring/agora

Automated Generation and Omission Recurrent Architecture (AGORA). This model inputs speech (audio recording) and replaces hate speech and profanity with generated textual content. (Speech to text model.) McGill's submission to Project X, 2022-23.

generative-model hate-speech-detection speech-to-text

Last synced: 02 Mar 2025