Fake News Detection NLP Tools

Building a fake news detector from initial ideation to model deployment

Game code and data for Fool Me Twice: Entailment from Wikipedia Gamification...

Inspect a URL and estimate if it contains a news story

A baseline implementation for FNC-1

AAAI-24 CFEVER: A Chinese Fact Extraction and VERification Dataset

This repository contains list of available fake news datasets for data mining.

This repo is a collection of AWESOME things about fake news detection,...

📖 A curated list of resources dedicated to Fake News Detection

Repository for the COLING 2020 paper "Explainable Automated Fact-Checking: A Survey."

Cross-browser extension for classifying Filipino language fake news, powered...

Implementation for WikiCheck API, an open-source Wikipedia-based...

✨ Fake news classification using source adaptive framework - BE Project...

Using machine learning & deep learning to analyze the News

A Customized Fake News Detection System Built Using Streamlit With SpaCy NLP...

Checks for the Stance detection in a unlabeled news dataset.

This project develops a blockchain-based network for detecting fake news,...

Official code for "3HAN: A Deep Neural Network for Fake News Detection" (ICONIP 2017)

PyTorch implementation for the FinerFact model in the AAAI 2022 paper...

Fake news detection in Filipino via Multitask Transfer Learning

This project is for Fake News Detection using NLP and Machine Learning. And...

TensorFlow implementation of "Detecting Incongruity Between News Headline...

An End to End Machine Learning application for detecting fake news, built...

Fake news detection using Naïve Bayes in Python along with confusion matrix...

A fine-tuning BERT model for detect and to binary classify fake news articles.

This is the PyTorch code + data repository for paper "Hierarchical...

Fake News Detection web application using Machine Learning (Logistic...

Fake News Detection by Learning Convolution Filters through Contextualized Attention

Thesis project concerning classification of true and fake political, gossip...

[EMNLP 2023] Official repository of paper titled "Detecting Propaganda...

Flask & Python - Fake news prediction using Machine Learning algorithms and...

Multi-Modal Fine-Grained Fake News Detection with Dialogue Summarization

Dicoding Submission MLOps Fake News Classification using ML Pipeline

CRED-1: An Open Multi-Signal Domain Credibility Dataset (2,672 domains)

Resource for misinformation research on Twitter. Official resource of the...

Detecting Fake News using AI

In this era of widespread information, combating fake news in less commonly...

EUvsDisinfo dataset: analyzing Russian disinformation

Greek Fake News Detector: A web app that detects fake news written in the...

This repository provides scripts and workflows for translating fact-checking...

UNLP 2025 Shared Task on Detecting Social Media Manipulation

[IPM 2026] HeterMV: Multi-view reasoning over source-aware heterogeneous...

Fake News Detection in Python using Machine Learning

Fake news detection using TF-IDF vectorization and LinearSVC

[AAAI2025] Code for ViFactCheck: A New Benchmark Dataset and Methods for...

Fake-news

Through NLP and text classification, this project aims to use ML to classify...

An application to detect fake news using web scrapping in real-time. (link down)

A web application for predicting fake news articles.

This is the submission for Pravega'21, hackathon conducted by IISc bengalore.

BiLSTM-based fake news detection system supporting binary and multi-class...

(Under Development) Arabic fake news detector using LSTM — classifies Arabic...

A simple end-to-end project on fake v/s real news detection/classification.

It proposes a multimodal fake news detection system combining BERT–BiGRU for...

This repository contains AI models that identify deceptive content and...

Causal Reasoner for Fact-Checking

FactCheckAI is an automated fake news detection system that uses natural...

FactSearch: Factuality Verification Tool, powered by SearXNG

AAAI ICWSM-2022 Evaluation of Fake News Detection with Knowledge-Enhanced...

Phony News Classifier is a repository which contains analysis of a natural...

This repository contains different machine learning and deep learning...

Pydata 2017 workshop: build a clickbait detector with python

Supplemental materials for Karduni et al. (ICWSM 2018) - "Can You Verifi...

FactSearch: Factuality Verification Tool, powered by SearXNG

An NLP, data mining project that first distinguishes whether a given Turkish...

Finetune multiple pre-trained Transformer-based models to solve Vietnamese...

AI-powered climate statement fact-checker using LangGraph, Azure OpenAI, and...

This repository contains the code and data related to the CIViC-Fact project

A suite of AI tools including a Fake News Classifier and Personality Tester....

Machine learning-based fake news detection using LSTM implemented as a web...

A dataset adopting the FEVER methodology that consists of 1,535 real-world...

A Support Vector Machine (SVM) model to detect whether a Tweet describing...

2020-2021 NH투자증권 빅데이터 경진대회 수상작

This project aims to detect fake news using DistilBERT, a transformer-based...

Detecting AI-generated fake news

This project is relevant to the media industry, news outlets, and social...

The repository implements this paper (https://arxiv.org/abs/2010.09926) to...

Detecting Fake News using AI

Fake News Detection | NLP | Python | Final Year Project

The objective of this repository is to research and implement a robust...

📰TrustCheck an offline Machine Learning + NLP system that classifies news as...

CS4248 Group 23 Project

Building model in order to identify whether a tweet is rumor

Covid-19 fake news detection using BERT, BERT+CNN, and BERT+BiLSTM

Research focused on propaganda detection in news paper articles. Use of BERT...

The fake news detector project uses Flask, a Python web framework, to build...

20800 train and 5200 test news dataset used to classify the fake and real...

Fake news detection for Romanian language.

🪐 6- Social Buss: Academic project for Fake News detection using Machine...

A full-stack AI-powered web app for automated news summarization and claim...

Malay Fake News Classification using CNN, BiLSTM, C-LSTM, RCNN, FT-BERT and BERTCNN.

AI-Powered Fact Check System for validating the Fake News and Policy related...

This repo contains all files needed to train and select NLP models for fake...

ML-powered fake news detection web app using NLP and machine learning to...

A machine learning project for classifying news articles as fake or real...

NLP fake news detection classifier — Python, ML, Streamlit UI

Fake News Detection Competition

Fake news classifier using NLP, POS tagging and linguistic feature...

Machine learning project that detects fake news using NLP techniques and...

A Next.js frontend for a C++ NLP fake news classifier, designed to...

This project aims to detect and classify fake news using Natural Language...

Tool for checking the authenticity of any news article

Research prototype for misinformation detection using internal consistency...

"TruthSeeker AI: A hybrid BERT-BiLSTM deep learning system for real-time...

🦠📰 COVID fake news detection 📰🦠

Public release of SciFCheX system developed for COM3610 Dissertation Project...

DISCO: Comprehensive and Explainable Disinformation Detection, CIKM 2022

📰 Fake News Detection Model for DM Course (CS F415)

Web-based AI system designed to detect WhatsApp-style scam, fake news, and...

In an era of rapid digital information spread, distinguishing real from fake...

Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper...

A Naive Bayes classifier to detect clickbait headlines

Fake News Detection system using NLP techniques and TF-IDF vectorization to...

This project implements a Fake News Detection system using a Bidirectional...

Detection of misinformation using Natural Language Processing (NLP). This...

Fake News Detection System using a fine tuned BERT. Has semantic...

Detect fake news using NLP and Logistic Regression (WELFake Dataset).

a COVID-19 News Classifier

This project is an end-to-end Fake News Detection System built using Natural...

Real-time misinformation detection system

A fake news detection app leveraging Ensemble ML models and NLP...

A Flask webapp that detects fake news with a given text input using the...

A Python based NLP classifier trained on 44k+ articles, achieving 98.5%...

Rumour Monger Spotter is a prototype developed during a national-level cyber...

This project implements a complete NLP pipeline for Persian tweets to...

Compares LSTM and Bidirectional LSTM models for fake news detection,...

I Used The ML models to Detect Whether which classifies whether the news...

End-to-end NLP project using Word2Vec and Random Forest to detect fake news....

Fake news detection is a ml project

NLP classifier for misinformation detection. TruStorE™ blends linguistic...

A machine learning model that classifies news articles as real or fake based...

Site Trustability Scanner

Machine learning–based fake news detection project

High-performance C++ NLP and ML inference backend for fake news headline...

FastAPI + scikit-learn pipeline that classifies news headlines as real or...

A machine learning project that uses NLP techniques to detect fake news by...

Comparative fake news detection framework using TF-IDF + classical machine...

A fake news detection algorithm. This repository contains the various...

Fake News Detection Dashboard is a DistilBERT-powered web app built with...

A corpus-driven fact-checking application to check the truth value of a given fact.

This is the code repository for the research project titled "Towards Robust...

"Defame or Nah" aims to create an innovative online tool that empowers...

ML pipeline to classify news articles as Real or Fake using advanced NLP,...

A machine learning-based fake news detection system that classifies news...

A Machine Learning-based Fake News Detection system using TF-IDF and...

Machine Learning project to classify news articles as Fake or Real using...

A complete MLOps pipeline for fake news detection using DVC for data...

fake-news-detection machine-learning nlp streamlit python...

NLP-based Fake News Detection using Machine Learning and Explainable AI

Fake news (text) classification system

[CSCWD'23] Detecting Clickbait in Chinese Social Media by Prompt Learning

Covid-19 Fake News Detection using Deep Learning - classifying tweets,...

fake news classification (detection) project using XGBoost + MultinomialNB +...

Fake-News-Detector is a machine learning project that utilizes the...

a predictive model that can help us identify whether a news story is a fact...

Fake news detection model built with PyTorch.

Tentative de classification de fakes news issues de la base de données ClaimsKG.

A machine learning-based system for detecting fake news by analyzing text content.