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GUIDEUnderstanding fake news, misinformation & disinformation

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2020 Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks Bian et al. · AAAI 2020 · Spread & networks, Detection methods2020 A Survey on Natural Language Processing for Fake News Detection Oshikawa et al. · arXiv · Detection methods, Datasets & evaluation2020 Fake News Early Detection: An Interdisciplinary Study Zhou et al. · ACM · Detection methods, LLMs & generative AI2019 RoBERTa: A Robustly Optimized BERT Pretraining Approach Liu et al. · arXiv · LLMs & generative AI, Detection methods2019 SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media Zampieri et al. · 13th International Workshop on Semantic… · Detection methods, Datasets & evaluation2019 Learning Hierarchical Discourse-level Structure for Fake News Detection Karimi & Tang · arXiv · Detection methods, LLMs & generative AI2019 MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Augenstein et al. · arXiv · Fact-checking & verification, Datasets & evaluation2019 Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection San Martino et al. · NLP4IF Workshop at EMNLP-IJCNLP · Detection methods, Datasets & evaluation2019 Recurrent Convolutional Strategies for Face Manipulation Detection in Videos Sabir et al. · arXiv · Deepfakes & multimodal, Detection methods2019 Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations Kumar & Carley · 57th Annual Meeting of the Association for… · Detection methods, Spread & networks2019 A Benchmark Study of Machine Learning Models for Online Fake News Detection Khan et al. · arXiv · Detection methods, Datasets & evaluation2019 Automatic Detection of Generated Text is Easiest when Humans are Fooled Ippolito et al. · arXiv · LLMs & generative AI, Detection methods2019 GLTR: Statistical Detection and Visualization of Generated Text Gehrmann et al. · arXiv · LLMs & generative AI, Detection methods2019 FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals Cifci et al. · IEEE Transactions on Pattern Analysis and… · Deepfakes & multimodal, Detection methods2019 Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection Adelani et al. · arXiv · LLMs & generative AI, Detection methods2019 Defending Against Neural Fake News Zellers et al. · NeurIPS · LLMs & generative AI, Detection methods2019 Fake News Detection on Social Media using Geometric Deep Learning Monti et al. · arXiv · Spread & networks, Detection methods2019 dEFEND: Explainable Fake News Detection Shu et al. · KDD 2019 · Detection methods, Spread & networks2019 Credibility-based Fake News Detection Sitaula et al. · arXiv · Detection methods, Datasets & evaluation2019 The Role of User Profiles for Fake News Detection Shu et al. · arXiv · Detection methods, Datasets & evaluation2019 Fake news game confers psychological resistance against online misinformation Roozenbeek & van der Linden · Palgrave Communications · Psychology & interventions, Platforms, policy & society2018 Multi-Source Multi-Class Fake News Detection Karimi et al. · 27th International Conference on… · Detection methods, Datasets & evaluation2018 A Deep Learning Approach for Multimodal Deception Detection Krishnamurthy et al. · arXiv · Deepfakes & multimodal, Detection methods2018 The Clickbait Challenge 2017: Towards a Regression Model for Clickbait Strength Potthast et al. · arXiv · Detection methods, Datasets & evaluation