dr-mushtaq/Projects

This repository is related to all about Machine Learning, Deep Learning, Computer Vision, NLP, and Research Projects

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 12 - Forks: 8

qianxusheng/Kiddit

forum-based social networking website; full-stack AI project

Language: Java - Size: 550 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 2 - Forks: 2

IPD-Hate-Speech-Detection/IPD-Hate-Speech-Detection

Repository for College IPD (Multimodal multilingual deep learning based hate speech detection)

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rahul-jaiswar-git/Toxic-Content-Analyzer-with-Perspective-API

A modern, multi-modal hate speech detection web app using the Perspective API. Analyze text, images, audio, and video for toxic or harmful content in a user-friendly interface.

Language: Python - Size: 18.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

kanincityy/misogyny_detection_transformers

Building an Effective Misogyny Detection Classifier for Low-Resource Languages

Size: 15.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Shakthirekak11/Political-Speech-Manipulation-Detection

🗳️ Political Speech Manipulation Detection uncovers misinformation, bias, and hostile rhetoric in political content using advanced language models and analytical pipelines. It processes speeches, tweets, and news articles to classify truthfulness, detect sentiment, and extract rhetorical and thematic patterns.

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microsoft/RTP-LX

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

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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! 🔥

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abhiverse01/hatespeech-multimodal-detection

Multi-Modal Hate Speech Detection using Deep Learning.

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DanielYakubov/Red-Flagger-Word-Catcher

A keyword-based abuse/hate detection software.

Language: Python - Size: 146 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

ThunderRed1578/hate-text-detection-api

This is a reimplement of the project [hate-speech-detection](https://github.com/JensBender/hate-speech-detection) to a public API for the use of our team project application to detect toxic comment.

Language: PureBasic - Size: 13.8 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

bhavikagarg/Hate-Speech-Offensive-Language

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

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KKeshav1101/mini_project

A Django Application Interface for Hate Speech Detection Mini Project

Language: Python - Size: 331 KB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

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.

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palomapiot/distil-metahate

Towards Efficient and Explainable Hate Speech Detection via Model Distillation

Language: Python - Size: 683 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

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].

Language: Python - Size: 50.8 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 1,027 - Forks: 120

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.

Size: 370 KB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

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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.

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atrifat/hate-speech-detector-api

A Simple PoC (Proof of Concept) of Hate speech (Toxic comment) Detector API Server. A core dependency of nostr-filter-relay.

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blanca-savi/HS_Thesis

Evaluation and critical reflection of the model-dependency of machine-learning algorithms for hate speech classification

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SaiNikhil0904/HATETRON_Chatbot

HateTron is a mobile application designed to detect hate speech, offensive language, and safe speech with using logistic regression.

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git4additi/hate-speech-detection

A comparison of different machine learning models for hate speech detection. Trained on a twitter hate speech dataset with more than 25K records.

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flurixoww/bert_toxic_filter

Model for filtering hate speech based on BERT.

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atrifat/nostr-monitoring-tool

A simple monitoring tool that classify nostr events (SFW/NSFW, language, topic, sentiment, toxic comment, etc). A core module of atrifat/nostr-filter-relay.

Language: JavaScript - Size: 96.7 KB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 4 - Forks: 1

StudiYash/DweshaMukt

DweshaMukt leverages BERT and deep learning to detect hate speech in Hinglish, Hindi, and English across text, audio, video, images, GIFs, and YouTube comments. With real-time analysis, emoticon detection, and a Streamlit interface, it aims to foster safer online spaces through advanced NLP techniques.

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SiddarthaBoreddy/socialmedia-datascience-pipeline

Python NLP pipeline for sentiment analysis & hate speech detection using Flask, PostgreSQL, and Matplotlib. It processes Reddit & YouTube data, applies VADER sentiment analysis, and visualizes trends via an interactive dashboard with date-based filtering.

Language: Python - Size: 36.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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.

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ZILiAT-NASK/BAN-PL

Polish Dataset of Banned Harmful and Offensive Content from Wykop.pl web service

Language: Python - Size: 5.38 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 50 - Forks: 4

YipingNUS/disentangle-hate

[NAACL 2025] Code for manuscript "Disentangling Hate Across Target Identities"

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palomapiot/metahate

MetaHate: A Dataset for Unifying Efforts on Hate Speech Detection

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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.

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LCS2-IIITD/Hyphen

[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Language: Python - Size: 486 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 27 - Forks: 1

DolbyUUU/offensive-language-and-toxic-content-detection-with-visualization

Detection of Offensive Language and Toxic Content in Tweets Using Word Embeddings, the OLID and SOLID Datasets, and LIME Visualizations for Enhanced Interpretability.

Language: Python - Size: 3.16 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 11 - Forks: 0

preyero/hate-speech-identities

Repository of the paper "Knowledge-Grounded Target Group Language Recognition in Hate Speech" (SEMANTiCS 2023).

Language: Python - Size: 24.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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.

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Luckilyeee/Hate-Speech-Detection

Achieving Hate Speech Detection in a Low Resource Setting

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somos-ubb/LGBTQIAphobia

Corpus with phrases retrieved from different digital sources containing diverse messages directed towards the LGBTQIA+ community.

Size: 39.1 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

JensBender/hate-speech-detection

Deep learning-based hate speech detection for social media comments.

Language: PureBasic - Size: 11.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 4

Kalit31/HASOC-2021

Code repository for the Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages Task in FIRE 2021

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MelinaPl/speech-act-analysis

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

Language: Python - Size: 3.98 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

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.

Language: Python - Size: 1020 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

SouravD-Me/KTrain-BERT-for-Hate-Speech-Detection-FIRE-2021-

Probabilistic Impact Score Generation using Ktrain-BERT to Identify Hate Words from Twitter Discussions

Size: 5.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

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.

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zakroum-hicham/Hate_Speech_Detection

Hate Speech Detection using Deep Learning(LSTM)

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Thavarshan/euclidius

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

Language: Python - Size: 11.6 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

Joseeeeeeeph/Hate-Classification

A machine learning model for classifying hate speech and hateful content

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preyero/hateRep

hateRep: Hate Speech Data Repeating Annotation (without and with background knowledge)

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yan-vei/align-toxicity

Repository with the code for assessing LLM's capabilities as hate speech zero- and few shot annotators.

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YipingNUS/gpt-hate-check

GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? (LREC-COLING2024 code+data)

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hate-alert/Tutorial-Resources

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

Language: Python - Size: 291 KB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 7

ulyavedenina/AI-Generated-German-Hate-Speech-Detector

The repository contains a comprehensive collection of models and data designed for the text-based detection of German bot-generated hate speech. It also comprises a metadata-based language-agnostic dataset on bot detection on Reddit

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GloriaComandini/Corpora

In this repository will be published some of the corpora that I helped to create or to annotate.

Size: 6.71 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

Dikshav07/Hate-speech-Detection

Hate speech detection using ML employs machine learning algorithms to analyze and identify offensive or discriminatory language in textual content, enabling automated monitoring and mitigation of harmful online communication

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alliyah95/detoX

My undergrad thesis: A browser extension for detecting and hiding 2022 Philippine Election-related tweets with hate speech in the form of text on Twitter.

Language: TypeScript - Size: 11.1 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

syke9p3/mlthsc-thesis Fork of kenth9p3/mlthsc-thesis

(v1) Multilabel Tagalog Hate Speech Classifier (MLTHSC) using BERT

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Samahmaamri/Hate-Speech-Detection-in-Arabic

Hate Speech Detection in Arabic Using NLP

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erdemormann/kanarya-and-trendyol-classification-tests

Test results of Kanarya and Trendyol models with and without fine-tuning techniques on the Turkish tweet hate speech detection dataset.

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HODI-EVALITA/hodi-evalita.github.io

Official website of HODI, the shared task on Homotransphobia Detection in Italian at Evalita 2023.

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Thavarshan/etherwall

👨‍🔬 Etherwall is a forum website with a bundled in hate speech detection ai. An Euclidius implementation.

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duonghuuphuc/mmhs2023

Fusion Network for Multimodal Hate Speech Detection (ICIIT 2024, Vietnam)

Size: 16.6 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 7.43 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

CirrusLabs-NPD/testing-harness-dashboard

Testing harness is an integrated dashboard to evaluate the capabilities of various LLM models

Language: JavaScript - Size: 5.31 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

benjaminocampo/implicit_generator

This repository contains the implementation details of the paper "Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection" accepted at Findings of ACL 2023.

Language: Python - Size: 1.65 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

MohamadAboud/agent-shield

Agent Shield is an advanced AI agent designed to safeguard digital environments by detecting and categorizing harmful content, including hate speech and personal information.

Language: Python - Size: 146 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

ShriyashP/Twitter-Sentiment-Analysis-

This project focuses on sentiment analysis of Twitter data, aiming to detect hate speech and classify sentiments in tweets. Utilizing advanced NLP techniques and machine learning models, the project preprocesses, cleans, analyzes, and visualizes a dataset of 31,962 tweets to enhance sentiment analysis accuracy and identify hateful content.

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gunarakulangunaretnam/the-project-aisle-hate-speech-analyzer

An artificial intelligence based tool for sustaining local peacebuilding, it is used to analyze hate speech keywords in social media automatically.

Language: HTML - Size: 106 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

gunarakulangunaretnam/hate-speech-analysis-with-happytransformer

An artificial intelligence based tool for analyzing hate speeches in real-time audios and texts with HappyTransformer library

Language: Python - Size: 12.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

davidycliao/taiwan-political-hatespeech-detection

Chinese Political Hate Speech Detection Trained with Flair NLP

Size: 22.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

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.

Language: HTML - Size: 49 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 3

TharinduDR/HASOC-2019

Hate Speech and Offensive Content Identification in Indo-European Languages

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abirmondal/multi-label-hate-speech-classification

In this project we have tried to do multi-label hate-speech classification in Bengali and Hindi language using fill-mask transformer models.

Language: Jupyter Notebook - Size: 2.12 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 3

roykingshuk/multi-label-hate-speech-classification Fork of abirmondal/multi-label-hate-speech-classification

In this project we have tried to do multi-label hate-speech classification in Bengali and Hindi language using fill-mask transformer models.

Language: Jupyter Notebook - Size: 2.12 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

tarudesu/ViHateT5

Repository for the paper "ViHateT5: Enhancing Hate Speech Detection in Vietnamese with A Unified Text-to-Text Transformer Model" (ACL'2024)

Language: Python - Size: 201 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

SamSamhuns/covid_19_hate_speech

Language: Jupyter Notebook - Size: 3.52 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

CirrusLabs-NPD/testing-harness-backend-monorepo

The Backend service for Testing harness. Testing harness is an integrated dashboard to evaluate the capabilities of various LLM models Resources

Language: Python - Size: 9.65 MB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

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.

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

benjaminocampo/ISHate

This repository contains the dataset and implementation details of the paper "An In-depth Analysis of Implicit and Subtle Hate Speech Messages" accepted at EACL 2023.

Language: Python - Size: 9.11 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

GbragaDev/hate-speech-detection

Hate Speech Detector with Python

Language: Python - Size: 1.06 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

alliyah95/detoX-api

An API for detecting hate speech related to Philippine elections and politics.

Language: Jupyter Notebook - Size: 41.4 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mingi-sid/multi-turn-offensive-dialog-dataset

Data and code for paper: Context-Aware Offensive Language Detection in Human-Chatbot Conversations

Language: Jupyter Notebook - Size: 3.47 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

vishant-mehta/Hate-Speech-Detection

The implications of hate speech have received considerable attention from the common public and society as a whole. There has been a rising concern over the effects of hate speech and offensive language. However, much of this attention is focused on the critical presentation and evaluation of arguments in favor of and against the ban on hate speech, as opposed to previous conceptual analysis tasks. The general concept of hate speech goes beyond legal texts and sentences, in fact, it goes beyond the legal definition of hate speech. The analysis is done using many well-known conceptual analysis methods that are different from analytic philosophy. The main motive of this analysis is to dispel the myth that evil emotions and malicious rationale are a fundamental part of the nature of human beings.

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ishrak6/hate-Speech-detection

Hate-Speech-Detection

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syke9p3/BERT-MLTHSC

Multilabel Tagalog Hate Speech Classifier using BERT

Language: Jupyter Notebook - Size: 3.62 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 2.07 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Silly-Machine/TuPy-Data-Engineering

Aggregated the methodologies for extracting data to train speech classifiers.

Language: Jupyter Notebook - Size: 28.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

parth9504/Detection-of-Hate-Speech-Against-LGBT-

This project aims to detect Hate Speech against LGBT+ individuals on social media. The project has been built using NLP and Machine Learning algorithms

Language: Jupyter Notebook - Size: 4.75 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Mussabat/HateSpeech-EACL-2024

This repository contains the system description and the codes that we implemented for participating in EACL-2024 Shared Task-5.

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

datascisteven/Automated-Hate-Tweet-Detection

Developing a classification model to detect hate tweets ready for deployment using various NLP techniques

Language: Jupyter Notebook - Size: 186 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 7

jaygala24/fed-hate-speech

The official code repository for the paper titled "A Federated Approach for Hate Speech Detection" (EACL 2023)

Language: Python - Size: 55.7 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 2

aldopioline/Hate-speech-detection-graph-convolutions

Language: Python - Size: 204 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

HODI-EVALITA/HODI_2023

Official repository of HODI, the shared task on Homotransphobia Detection in Italian at Evalita 2023

Language: Python - Size: 1.9 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

Gopalkholade/End-to-End-Hate-Speech-Detection

It's an End-to-end Hate speech detection system with decision tree classifier.

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iremond/Hate-Speech-Detection

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LennardZuendorf/interpretor

Monorepo for interpretor project, combining base repos for data, model and frontend. All hosted on Huggingface.

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aniruddhochat/Text-Shield-Offensive-Text-Detection

Text-Shield-Offensive-Text-Detection

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berkaysahiin/SE464

Machine Learning | Hate Speech Labeler

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Sarthak-10/Hate-speech-Detection

The task is a binary classification problem to classify the given dataset into two classes namely Hate Offensive tweets (HOF) and Non-Hate Offensive tweets (NOT). The task appeared as Subtask-A in HASOC 2021. The dataset taken is sampled from Twitter. It consists of twitter posts in Hindi and Hinglish language.

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Yu-billie/hate_explainable

Explainable Hate Speech Detection using NLP Model Reasoning

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jaydeepjethwa/DeTox

A web-app to identify toxic comments in a youtube channel and delete them.

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