Browse State-of-the-Art › Fake News Detection › Papers, page 3
Fake News Detection
Papers archive 2025-07-28
archive papers tagged: 490 · with a code link: 203 · where Syntology ran a sample: 17 (16 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (17 of 490 tagged: 16 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)
Page 3 of 5: papers 201 to 300 of 490, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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23 Oct 2017 1 repository listed
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25 Apr 2017 1 repository listed
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18 Feb 2017 1 repository listed
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KEN: Knowledge Augmentation and Emotion Guidance Network for Multimodal Fake News Detection13 Jul 2025 0 repositories listed
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Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection5 Jun 2025 0 repositories listed
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Interpretable Graph Learning Over Sets of Temporally-Sparse Data25 May 2025 0 repositories listed
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Improving Bangla Linguistics: Advanced LSTM, Bi-LSTM, and Seq2Seq Models for Translating Sylheti to Modern Bangla24 May 2025 0 repositories listed
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MPPFND: A Dataset and Analysis of Detecting Fake News with Multi-Platform Propagation16 May 2025 0 repositories listed
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The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News13 May 2025 0 repositories listed
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Adaptation Method for Misinformation Identification19 Apr 2025 0 repositories listed
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Deconfounded Reasoning for Multimodal Fake News Detection via Causal Intervention12 Apr 2025 0 repositories listed
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Exploring Modality Disruption in Multimodal Fake News Detection12 Apr 2025 0 repositories listed
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FMNV: A Dataset of Media-Published News Videos for Fake News Detection10 Apr 2025 0 repositories listed
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Synthetic News Generation for Fake News Classification31 Mar 2025 0 repositories listed
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Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection27 Mar 2025 0 repositories listed
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ClaimTrust: Propagation Trust Scoring for RAG Systems12 Mar 2025 0 repositories listed
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Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection12 Mar 2025 0 repositories listed
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Unseen Fake News Detection Through Casual Debiasing6 Mar 2025 0 repositories listed
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External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection5 Mar 2025 0 repositories listed
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Vision-Language Models Struggle to Align Entities across Modalities5 Mar 2025 0 repositories listed
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An exploration of features to improve the generalisability of fake news detection models27 Feb 2025 0 repositories listed
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Bangla Fake News Detection Based On Multichannel Combined CNN-LSTM24 Feb 2025 0 repositories listed
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Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media22 Feb 2025 0 repositories listed
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A Macro- and Micro-Hierarchical Transfer Learning Framework for Cross-Domain Fake News Detection20 Feb 2025 0 repositories listed
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UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation16 Feb 2025 0 repositories listed
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A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit13 Feb 2025 0 repositories listed
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News about Global North considered Truthful! The Geo-political Veracity Gradient in Global South News7 Feb 2025 0 repositories listed
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Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection3 Feb 2025 0 repositories listed
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Challenges and Innovations in LLM-Powered Fake News Detection: A Synthesis of Approaches and Future Directions1 Feb 2025 0 repositories listed
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Triple Path Enhanced Neural Architecture Search for Multimodal Fake News Detection24 Jan 2025 0 repositories listed
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A Hybrid Attention Framework for Fake News Detection with Large Language Models21 Jan 2025 0 repositories listed
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CroMe: Multimodal Fake News Detection using Cross-Modal Tri-Transformer and Metric Learning21 Jan 2025 0 repositories listed
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Fake Advertisements Detection Using Automated Multimodal Learning: A Case Study for Vietnamese Real Estate Data18 Jan 2025 0 repositories listed
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MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection12 Jan 2025 0 repositories listed
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Multi-view Fake News Detection Model Based on Dynamic Hypergraph26 Dec 2024 0 repositories listed
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RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection24 Dec 2024 0 repositories listed
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Exploring Text Representations for Online Misinformation13 Dec 2024 0 repositories listed
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A Self-Learning Multimodal Approach for Fake News Detection8 Dec 2024 0 repositories listed
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Graph with Sequence: Broad-Range Semantic Modeling for Fake News Detection7 Dec 2024 0 repositories listed
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Strengthening Fake News Detection: Leveraging SVM and Sophisticated Text Vectorization Techniques. Defying BERT?19 Nov 2024 0 repositories listed
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A Regularized LSTM Method for Detecting Fake News Articles16 Nov 2024 0 repositories listed
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VMID: A Multimodal Fusion LLM Framework for Detecting and Identifying Misinformation of Short Videos15 Nov 2024 0 repositories listed
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Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures14 Nov 2024 0 repositories listed
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A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News9 Nov 2024 0 repositories listed
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A Survey on Automatic Credibility Assessment of Textual Credibility Signals in the Era of Large Language Models28 Oct 2024 0 repositories listed
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Have LLMs Reopened the Pandora's Box of AI-Generated Fake News?25 Oct 2024 0 repositories listed
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Health Misinformation in Social Networks: A Survey of IT Approaches24 Oct 2024 0 repositories listed
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NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection23 Oct 2024 0 repositories listed
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CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit15 Oct 2024 0 repositories listed
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MMCFND: Multimodal Multilingual Caption-aware Fake News Detection for Low-resource Indic Languages14 Oct 2024 0 repositories listed
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Text Classification using Graph Convolutional Networks: A Comprehensive Survey12 Oct 2024 0 repositories listed
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Overview of Factify5WQA: Fact Verification through 5W Question-Answering5 Oct 2024 0 repositories listed
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Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI3 Oct 2024 0 repositories listed
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Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models25 Sep 2024 0 repositories listed
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LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection3 Sep 2024 0 repositories listed
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Adaptive Learning of Consistency and Inconsistency Information for Fake News Detection15 Aug 2024 0 repositories listed
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Official-NV: An LLM-Generated News Video Dataset for Multimodal Fake News Detection28 Jul 2024 0 repositories listed
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A Semi-supervised Fake News Detection using Sentiment Encoding and LSTM with Self-Attention27 Jul 2024 0 repositories listed
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Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection16 Jul 2024 0 repositories listed
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Transferring Structure Knowledge: A New Task to Fake news Detection Towards Cold-Start Propagation13 Jul 2024 0 repositories listed
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Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection12 Jul 2024 0 repositories listed
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Search, Examine and Early-Termination: Fake News Detection with Annotation-Free Evidences10 Jul 2024 0 repositories listed
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Health Misinformation Detection in Web Content via Web2Vec: A Structural-, Content-based, and Context-aware Approach based on Web2Vec5 Jul 2024 0 repositories listed
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Fake News Detection and Manipulation Reasoning via Large Vision-Language Models2 Jul 2024 0 repositories listed
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POLygraph: Polish Fake News Dataset1 Jul 2024 0 repositories listed
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COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection16 Jun 2024 0 repositories listed
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VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning12 Jun 2024 0 repositories listed
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Evaluating the Efficacy of Large Language Models in Detecting Fake News: A Comparative Analysis5 Jun 2024 0 repositories listed
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LingML: Linguistic-Informed Machine Learning for Enhanced Fake News Detection7 May 2024 0 repositories listed
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Large Language Model Agent for Fake News Detection30 Apr 2024 0 repositories listed
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Blessing or curse? A survey on the Impact of Generative AI on Fake News3 Apr 2024 0 repositories listed
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Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques31 Mar 2024 0 repositories listed
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Advancing Fake News Detection: Hybrid DeepLearning with FastText and Explainable AI25 Mar 2024 0 repositories listed
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Towards Knowledge-Grounded Natural Language Understanding and Generation22 Mar 2024 0 repositories listed
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TT-BLIP: Enhancing Fake News Detection Using BLIP and Tri-Transformer19 Mar 2024 0 repositories listed
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MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection14 Mar 2024 0 repositories listed
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Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors14 Mar 2024 0 repositories listed
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FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs4 Mar 2024 0 repositories listed
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Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media29 Feb 2024 0 repositories listed
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MSynFD: Multi-hop Syntax aware Fake News Detection18 Feb 2024 0 repositories listed
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User Modeling and User Profiling: A Comprehensive Survey15 Feb 2024 0 repositories listed
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LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection13 Feb 2024 0 repositories listed
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An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models8 Feb 2024 0 repositories listed
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Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection27 Jan 2024 0 repositories listed
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Fact-checking based fake news detection: a review3 Jan 2024 0 repositories listed
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Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It23 Dec 2023 0 repositories listed
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A Revisit of Fake News Dataset with Augmented Fact-checking by ChatGPT19 Dec 2023 0 repositories listed
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ExFake: Towards an Explainable Fake News Detection Based on Content and Social Context Information16 Nov 2023 0 repositories listed
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Emotion Detection for Misinformation: A Review1 Nov 2023 0 repositories listed
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ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation24 Oct 2023 0 repositories listed
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COVIDFakeExplainer: An Explainable Machine Learning based Web Application for Detecting COVID-19 Fake News21 Oct 2023 0 repositories listed
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Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting16 Oct 2023 0 repositories listed
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GRaMuFeN: Graph-based Multi-modal Fake News Detection in Social Media11 Oct 2023 0 repositories listed
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fakenewsbr: A Fake News Detection Platform for Brazilian Portuguese20 Sep 2023 0 repositories listed
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Machine Learning Technique Based Fake News Detection18 Sep 2023 0 repositories listed
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Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model9 Sep 2023 0 repositories listed
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Debunking Disinformation: Revolutionizing Truth with NLP in Fake News Detection30 Aug 2023 0 repositories listed
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Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts28 Aug 2023 0 repositories listed
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How Good Are SOTA Fake News Detectors4 Aug 2023 0 repositories listed
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Argument Attribution Explanations in Quantitative Bipolar Argumentation Frameworks (Technical Report)25 Jul 2023 0 repositories listed