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...

A baseline implementation for FNC-1

Inspect a URL and estimate if it contains a news story

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

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

📖 A curated list of resources dedicated to Fake News Detection

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

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

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

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

Using machine learning & deep learning to analyze the News

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

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

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

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

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

Checks for the Stance detection in a unlabeled news dataset.

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

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

Fake news detection in Filipino via Multitask Transfer Learning

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

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 using Naïve Bayes in Python along with confusion matrix...

Fake News Detection by Learning Convolution Filters through Contextualized Attention

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

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

Detecting Fake News using AI

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

Dicoding Submission MLOps Fake News Classification using ML Pipeline

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

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

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

EUvsDisinfo dataset: analyzing Russian disinformation

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

Fake news detection using TF-IDF vectorization and LinearSVC

UNLP 2025 Shared Task on Detecting Social Media Manipulation

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

Fake News Detection in Python using Machine Learning

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

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.

Fake-news

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

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

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

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

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

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

Pydata 2017 workshop: build a clickbait detector with python

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

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

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

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

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

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

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

Detecting AI-generated fake news

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

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

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

2020-2021 NH투자증권 빅데이터 경진대회 수상작

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...

Detecting Fake News using AI

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

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

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

Building model in order to identify whether a tweet is rumor

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

FactSearch: Factuality Verification Tool, powered by SearXNG

Fake News Detection | NLP | Python | Final Year Project

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

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

CS4248 Group 23 Project

This repository contains the system description and the codes that we...

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

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

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

Causal Reasoner for Fact-Checking

FactSearch: Factuality Verification Tool, powered by SearXNG

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...

🦠📰 COVID fake news detection 📰🦠

Bengali/Bangla Fake Review Detection Dataset

Fake News Detection Competition

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

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

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

A Naive Bayes classifier to detect clickbait headlines

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

DISCO: Comprehensive and Explainable Disinformation Detection, CIKM 2022

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

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

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

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

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

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

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

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

Real-time misinformation detection system

a COVID-19 News Classifier

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

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

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

Detects fake Hindi news articles using a BERT-based classifier, explains...

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

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

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

Clickbait detector for English tweets, trained on Webis-17 dataset

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

A web application that leverages modern Natural Language Processing (NLP)...

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

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

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

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

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

Fake news detection model built with PyTorch.

Fake news detection for Romanian language.

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

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

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

Identify fake news and real news using algorithms like...

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

Hierarchical GNN for fake-news detection on NELA-GT-2022: multi-level graphs...

Userscript that changes Clickbait headlines by headlines more honest to the...

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

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

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

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

Tool for checking the authenticity of any news article

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

A multi-layered fake news verification pipeline that combines artifact-aware...

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

Research prototype for misinformation detection using internal consistency...

Fine-grained Fallacy Detection with Human Label Variation (NAACL 2025)

BERT微调新闻立场检测，标题+正文文本对分类，自动判断新闻正文对标题观点的支持/反对/讨论/无关态度

Binary text classification system comparing traditional machine learning...

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

Fake News Detector System

This project uses NLP to classify fake news headlines...

BERT-based fake news classification with explanation

API REST for detecting if a text correspond to a fake news or to a...

🔍 Fake News Detection with BERT & Traditional ML Real-time fake news...

AI-powered Fake News Detection system using fine-tuned BERT (99.8% accuracy)...

A real-time news analysis system built from scratch using Python and...

An end-to-end NLP and Machine Learning project for fake news detection using...

Fake News Detection using Machine Learning & Explainable AI (SHAP). Includes...

Fake News Detection system using TF-IDF and PassiveAggressiveClassifier with...

this is fake news detection project built using python and it's Libraries...

A LSTM based classification model made in PyTorch to classify fake news.

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

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

📰 AI-powered Fake News Detector using Streamlit, ML & live fact-checking APIs

Moscow City Hack fake news detection case solution

Machine learning–based fake news detection project

Neste projeto será aplicado um modelo de deep learning para classificar se...

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

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

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

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

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

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

Fake news (text) classification system

A web application used to determine fake news articles utilizing Machine...

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

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

Fake news detection is a ml project

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

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

Article classification in pytorch using BoW

Make AI model detected Fake NEWS

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

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

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

AI-powered fake news detection system using machine learning and NLP to...

Can real and fake news be separated with python code? To try this, I wrote a...

Tathya (तथ्य, "truth") is an Agentic fact-checking system that verifies...

Text Mining develops methods for accessing information in and extracting...

A babyAGI based fake news detector

This repository contains Jupyter notebooks detailing the experiments...

Site Trustability Scanner

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

Info259 | NLP Annotation Project

Submission for SemEval 2024 - Task 8 (Subtask A)

Predicts the probability of selected filipino news article if it is real or fake

A machine learning project that detects clickbait headlines using NLP and a...

A collection of 4 NLP projects with Flask UI — Sentiment Analysis, News...

Fake News Detection System using Machine Learning and . Includes...

This project aims to implement text classification architecture using...

A forensic analysis of emotional and structural signals in political...

This project is an NLP based project using TFIDF vectors, Schocastic...

News detection and prediction are two important aspects of news analytics....

Fighting Fake news with BERT and Transfer Learning

proposing an approach to detect fake news of COVID-19 in social media while...

This project is a deep learning-based system designed to detect...

Bangla clickbait detection system

Source code for COMP90042 Project 2021

Detecting fake news using NLP and machine learning (Logistic Regression,...

Advanced fake news detection system

Data for the FEVER task in Danish, NODALIDA 2021

Project focused on researching and determining the veracity of rumours spread online

📰 NLP: Fake News Detection using Classical Machine Learning

Detection of fake news using various ML and NLP techniques like...