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Misinformation

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/idlabmedia/comprint

공식 코드

Comprint: Image Forgery Detection and Localization using Compression Fingerprints

https://github.com/idramalab/pixelmod

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PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter

https://github.com/iit-dm/fin-fact

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Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation

https://github.com/ioverho/misinfo-general

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Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalisation of Misinformation Detection Models

https://github.com/isi-vista/AIRD-Datasets

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AIRD: Adversarial Learning Framework for Image Repurposing Detection

https://github.com/j-kruk/semitruths

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Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors

https://github.com/j6mes/2021-acl-factual-error-correction

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Evidence-based Factual Error Correction

https://github.com/jacklxc/ParagraphJointModel

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A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification

https://github.com/jadecurl/hiss

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Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

https://github.com/jadecurl/predicting-viral-rumors-and-vulnerable-users

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Predicting Viral Rumors and Vulnerable Users for Infodemic Surveillance

https://github.com/jagtapraj123/YT-Misinformation

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Misinformation Detection on YouTube Using Video Captions

https://github.com/jcatapang/covid-19-vertebrate

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Topic Modeling, Clade-assisted Sentiment Analysis, and Vaccine Brand Reputation Analysis of COVID-19 Vaccine-related Facebook Comments in the Philippines

https://github.com/jessegator/sonar

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Where are we in audio deepfake detection? A systematic analysis over generative and detection models

https://github.com/jiayingwu19/psa

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Probing Spurious Correlations in Popular Event-Based Rumor Detection Benchmarks

https://github.com/jingyng/label-adaptive-self-rationalization

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Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation

https://github.com/jmilbauer/newssense

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From Nuisance to News Sense: Augmenting the News with Cross-Document Evidence and Context

https://github.com/johnchrishays/bot-detection

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Simplistic Collection and Labeling Practices Limit the Utility of Benchmark Datasets for Twitter Bot Detection

https://github.com/kaistai/claimdiff

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ClaimDiff: Comparing and Contrasting Claims on Contentious Issues

https://github.com/kalendsyang/realfactbench

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RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking

https://github.com/kappakant/SLIM

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Is Less Really More? Fake News Detection with Limited Information

https://github.com/keltin13/concept-rot

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Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing

https://github.com/kevin-rn/Efficient-Fact-checking

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FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-Checking

https://github.com/kfupm-jrcai/arabic-text-detection

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The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models Text

https://github.com/kinit-sk/medical-misinformation-dataset

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Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

https://github.com/kinit-sk/yaudit-recsys-2021

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An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

https://github.com/kristinagligoric/use-mention

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NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps

https://github.com/kylemin/wouaf

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WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models

https://github.com/l8cv/busterx

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BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation

https://github.com/land-fbk/benchmark-gen-explanations

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Benchmarking the Generation of Fact Checking Explanations

https://github.com/lata04/splaenet

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Emotion-aware Dual Cross-Attentive Neural Network with Label Fusion for Stance Detection in Misinformative Social Media Content

https://github.com/latuanvinh1998/kgalign

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KGAlign: Joint Semantic-Structural Knowledge Encoding for Multimodal Fake News Detection

https://github.com/lbynum/sequence-driven-scms

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Language Models as Causal Effect Generators

https://github.com/lcs2-iiitd/crowdshield

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Crowd Intelligence for Early Misinformation Prediction on Social Media

https://github.com/lcs2-iiitd/daberta-emnlp-2022

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Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter

https://github.com/lejohnyjohn/learning-stance-embeddings-from-signed-social-graphs

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Learning Stance Embeddings from Signed Social Graphs

https://github.com/less-and-less-bugs/logicmd

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Interpretable Multimodal Misinformation Detection with Logic Reasoning

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