Fake News Detection Transformer Models
Tools for detecting and classifying false, misleading, or unverified news articles and claims using transformers and NLP models. Does NOT include general text classification, stance detection, or misinformation prevention frameworks without a news/claim verification focus.
There are 40 fake news detection models tracked. The highest-rated is Md-Emon-Hasan/InformaTruth at 32/100 with 1 stars.
Get all 40 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=fake-news-detection&limit=20"
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| # | Model | Score | Tier |
|---|---|---|---|
| 1 |
Md-Emon-Hasan/InformaTruth
Fine-tuned roberta-base classifier on the LIAR dataset. Aaccepts multiple... |
|
Emerging |
| 2 |
abhilashreddys/Fake-News-Article
Detecting fake news articles by analyzing patterns in writing. |
|
Experimental |
| 3 |
Someshog/greenwashing-detection-app
An AI-powered Streamlit web app to detect greenwashing in sustainability... |
|
Experimental |
| 4 |
D1ffic00lt/ai-pastproof
PastProof AI – ML core for automated fact-checking: ingests raw text, finds... |
|
Experimental |
| 5 |
cleopatra-itn/claim_detection
Code for tasks in the paper "Check\_square at CheckThat! 2020: Claim... |
|
Experimental |
| 6 |
cvcio/mediawatch
Empowering news organizations to fight disinformation |
|
Experimental |
| 7 |
melove297/reddit-factuality-detection
🧐 Detect factual reliability in Reddit posts using machine learning with... |
|
Experimental |
| 8 |
MBadriNarayanan/ClickbaitClassification
Classifying clickbaits: articles with potentially misleading titles, using a... |
|
Experimental |
| 9 |
Eshwarsai-07/AI-powered-Fake-News-Detector
😅 AI-powered Fake News Detection system using NLP, FastAPI, Kubernetes, and... |
|
Experimental |
| 10 |
othmanelhoufi/LM-for-FactChecking
An automated solution for fact-checking using available claims and fake-news... |
|
Experimental |
| 11 |
suthan-k/political-fake-news-detector
An Explainable Hybrid AI Agent for Political Fake News Detection using... |
|
Experimental |
| 12 |
elip06/covid19-fact-checking
A fact-checking system of short to medium-sized documents on the topic of COVID-19 |
|
Experimental |
| 13 |
anitaxokojie/Fake-news-detection
Hybrid fake news classifier combining transformer embeddings with... |
|
Experimental |
| 14 |
aar0gya/fake-news-prediction
Fake News Detection Dashboard is an end-to-end machine learning application... |
|
Experimental |
| 15 |
Mussabat/FakeNews-EACL-2024
This repository contains the system description and the codes that we... |
|
Experimental |
| 16 |
nidhip1611/NewsScope
Schema-grounded news claim extraction with LLaMA 3.1 + LoRA (89.4% accuracy) |
|
Experimental |
| 17 |
hub-CODE/RealFeed-ai
RealFeed is an AI-powered web app that detects fake news headlines in real... |
|
Experimental |
| 18 |
HARSHITA005-GARG/Fake-News-Detector-and-Generator
End-to-end Fake News Detection & Generation system using GPT-2 for headline... |
|
Experimental |
| 19 |
charliemking/reddit-factuality-detection
Fact-checking Reddit posts with machine learning: comparing traditional and... |
|
Experimental |
| 20 |
shahariar-shibli/Bengali-Fake-Reviews-A-Benchmark-Dataset-and-Detection-System
Bengali/Bangla Fake Review Detection Dataset |
|
Experimental |
| 21 |
jaychampaneri14/fake-news-detector
BERT-based fake news classification with explanation |
|
Experimental |
| 22 |
YassWorks/Hackathon-AINS
AINS 2025 hackathon winner (2nd) team solution. An-AI powered tool that... |
|
Experimental |
| 23 |
ShehabMagdy101/Fake-News-Sentiment-Detection-System-using-NLP-and-Transformers
Classify Fake News Articles Using DistilBert and Sequential Models Like RNN,... |
|
Experimental |
| 24 |
itzAmil/hindi-fake-news-detection-and-abstractive-summarization
Detects fake Hindi news articles using a BERT-based classifier, explains... |
|
Experimental |
| 25 |
Chubek/clickbait-generator
Clickbait Generator Training Notebook |
|
Experimental |
| 26 |
PankajMahanto/FakeNewsDetection
🔍 Fake News Detection with BERT & Traditional ML Real-time fake news... |
|
Experimental |
| 27 |
nicolas-len/covid19-fake-news-detector
Deep learning NLP pipeline for COVID-19 fake news detection using Stella... |
|
Experimental |
| 28 |
johnson00111/fake-news-detection
NLP fake news classification comparing 9 models (SVM, XGBoost, LightGBM,... |
|
Experimental |
| 29 |
meetali77/nlp-fake-news-detection
Binary text classification system comparing traditional machine learning... |
|
Experimental |
| 30 |
josumsc/fake-news-detector
API REST for detecting if a text correspond to a fake news or to a... |
|
Experimental |
| 31 |
madboy482/FakeNewsDetection
A deep learning-based fake news detection system leveraging BERT and... |
|
Experimental |
| 32 |
chonzadaniel/Fraud-Detection-App
A robust end-to-end machine learning pipeline for credit card fraud... |
|
Experimental |
| 33 |
Suraj-Sedai/FakeNewsDetector
A real-time news analysis system built from scratch using Python and... |
|
Experimental |
| 34 |
Mr-Karthik-1505/AI-Fake-News-Detector
AI-powered Fake News Detection system using fine-tuned BERT (99.8% accuracy)... |
|
Experimental |
| 35 |
MujahidMalik7/fake-news-detection-experiments
Experiments with fake news detection using transformer models and classical... |
|
Experimental |
| 36 |
xiaofuqing13/bert-stance-detection
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 |
|
Experimental |
| 37 |
mmaguero/clickbait-detector-en
Clickbait detector for English tweets, trained on Webis-17 dataset |
|
Experimental |
| 38 |
chriskal96/claimer-detection
Claimer Detection using Natural Language Processing Models |
|
Experimental |
| 39 |
cleopatra-itn/TIB_VA_MediaEval_FakeNews
Code for FakeNews MediaEval 2020 Task:... |
|
Experimental |
| 40 |
hasanulmukit/fake-news-detection
A web application that leverages modern Natural Language Processing (NLP)... |
|
Experimental |