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Misinformation

Papers

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Showing 51–100 of 1282 papers

TitleStatusHype
MMIDR: Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge DistillationCode1
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language ModelsCode1
Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and EvaluationCode1
The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM OperativeCode1
What Evidence Do Language Models Find Convincing?Code1
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge AugmentationCode1
Machine-Generated Text LocalizationCode1
DELL: Generating Reactions and Explanations for LLM-Based Misinformation DetectionCode1
AnthroScore: A Computational Linguistic Measure of AnthropomorphismCode1
SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on TwitterCode1
TrustMark: Universal Watermarking for Arbitrary Resolution ImagesCode1
Robust Domain Misinformation Detection via Multi-modal Feature AlignmentCode1
Simulating Opinion Dynamics with Networks of LLM-based AgentsCode1
ChartCheck: Explainable Fact-Checking over Real-World Chart ImagesCode1
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image DetectorsCode1
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination DetectionCode1
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language ModelsCode1
Targeted Attack Improves Protection against Unauthorized Diffusion CustomizationCode1
Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting MethodCode1
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated QuestionsCode1
Can LLM-Generated Misinformation Be Detected?Code1
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation GenerationCode1
Benchmarking the Generation of Fact Checking ExplanationsCode1
Fact-checking information from large language models can decrease headline discernmentCode1
Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated TextCode1
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant CareCode1
LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot DetectionCode1
LTCR: Long-Text Chinese Rumor Detection DatasetCode1
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion ModelsCode1
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated TextCode1
LLMs as Factual Reasoners: Insights from Existing Benchmarks and BeyondCode1
On the Risk of Misinformation Pollution with Large Language ModelsCode1
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta LearningCode1
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsCode1
Interpretable Multimodal Misinformation Detection with Logic ReasoningCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
VERITE: A Robust Benchmark for Multimodal Misinformation Detection Accounting for Unimodal BiasCode1
Interpretable Unified Language CheckingCode1
Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine MisinformationCode1
Stylometric Detection of AI-Generated Text in Twitter TimelinesCode1
Synthetic Misinformers: Generating and Combating Multimodal MisinformationCode1
Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact VerificationCode1
Entity-Aware Dual Co-Attention Network for Fake News DetectionCode1
Combating Online Misinformation Videos: Characterization, Detection, and Future DirectionsCode1
Robust and Explainable Identification of Logical Fallacies in Natural Language ArgumentsCode1
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake DetectionCode1
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-trainingCode1
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for MisinformationCode1
Auditing YouTube's Recommendation Algorithm for Misinformation Filter BubblesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TOKOFOUAverage F189.7—Unverified