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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/3lis/misinfo_vlm

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I'll believe it when I see it: Images increase misinformation sharing in Vision-Language Models

https://github.com/3x-dev/Comparative-Study-of-Bias-and-Accuracy-in-Multilingual-LLMs-for-Cross-Language-Claim-Verification

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A Comparative Study of Translation Bias and Accuracy in Multilingual Large Language Models for Cross-Language Claim Verification

https://github.com/8zym/crave

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CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs

https://github.com/ACMCMC/silverspeak

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SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs

https://github.com/ADMSCentre/factchecking-presentations

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Designing and Evaluating Presentation Strategies for Fact-Checked Content

https://github.com/Aatrox103/CrAM

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CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG

https://github.com/Anushka-Prakash/RumourEval-2019-Stance-Detection

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Incorporating Count-Based Features into Pre-Trained Models for Improved Stance Detection

https://github.com/BatoolHamawi/COVID-19WordEmbeddings

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Eating Garlic Prevents COVID-19 Infection: Detecting Misinformation on the Arabic Content of Twitter

https://github.com/BharathMuppasani/NeurIPS-Submission-2024

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Towards Effective Planning Strategies for Dynamic Opinion Networks

https://github.com/CV-Lehigh/Bias_IMD

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Exploring Saliency Bias in Manipulation Detection

https://github.com/ComplexData-MILA/misinfo-baselines

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The Surprising Performance of Simple Baselines for Misinformation Detection

https://github.com/DAVID-NGUYEN-S16/SemViQA

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SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking

https://github.com/DS4AI-UPB/It-s-all-in-the-Embedding

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It's All in the Embedding! Fake News Detection Using Document Embeddings

https://github.com/DebanjanaKar/Covid19_FakeNews_Detection

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No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection

https://github.com/ENSCMA2/flextape

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"Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models

https://github.com/FreedomIntelligence/Humans_LLMs_Judgement_Bias

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Humans or LLMs as the Judge? A Study on Judgement Biases

https://github.com/Genaios/MultiSynFact

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Beyond Translation: LLM-Based Data Generation for Multilingual Fact-Checking

https://github.com/HKUST-KnowComp/EvidenceConflict

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ECon: On the Detection and Resolution of Evidence Conflicts

https://github.com/HLTCHKUST/covid19-misinfo-data

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Misinformation Has High Perplexity

https://github.com/HolaYan/SUCEA

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SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing

https://github.com/ICTMCG/DITFEND

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Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer

https://github.com/IDEA-FinAI/LongFaith

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LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data

https://github.com/JabezNzomo99/claim-matching-robustness

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When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits

https://github.com/JunW15/Monolingual-Attack

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Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning

https://github.com/JunW15/NumberTest

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As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation

https://github.com/KevinRoitero/crowdsourcingTruthfulness

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Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background

https://github.com/LCS2-IIITD/ENDEMIC

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Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweets

https://github.com/Libr-AI/OpenFactVerification

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Loki: An Open-Source Tool for Fact Verification

https://github.com/LzyFischer/BIC

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BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency

https://github.com/MELALab/nela-gt

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NELA-GT-2022: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles

https://github.com/Madhur-1/RevealVLLMSafetyEval

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REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLM

https://github.com/MatteoPannacci/SemanticAlignNet-QUAD

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Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic Segmentation

https://github.com/MexicanLemonade/LLM-Misinfo-QA

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On the Risk of Misinformation Pollution with Large Language Models

https://github.com/MichiganNLP/BeliefCongruenceSim

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Mind the (Belief) Gap: Group Identity in the World of LLMs

https://github.com/Mingzhen-Huang/D-TIIL

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Exposing Text-Image Inconsistency Using Diffusion Models

https://github.com/MuMiN-dataset/mumin-build

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MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset

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