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2020 A large-scale COVID-19 Twitter chatter dataset for open scientific research - an international collaboration Banda et al. · arXiv · Datasets & evaluation, Spread & networks 2020 Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News Tan et al. · arXiv · Deepfakes & multimodal, Detection methods 2020 Misinformation Has High Perplexity Lee et al. · arXiv · Detection methods, LLMs & generative AI 2020 DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Tolosana et al. · arXiv · Deepfakes & multimodal, Detection methods 2020 Detection of Novel Social Bots by Ensembles of Specialized Classifiers Sayyadiharikandeh et al. · arXiv · Bots & coordinated campaigns, Detection methods 2020 Fighting an Infodemic: COVID-19 Fake News Dataset Patwa et al. · Springer · Datasets & evaluation, Detection methods 2020 Characterizing COVID-19 Misinformation Communities Using a Novel Twitter Dataset Memon & Carley · arXiv · Datasets & evaluation, Spread & networks 2020 GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media Lu & Li · arXiv · Detection methods, Datasets & evaluation 2020 A Multi-Modal Method for Satire Detection using Textual and Visual Cues Li et al. · arXiv · Deepfakes & multimodal, Detection methods 2020 MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation Li et al. · arXiv · Datasets & evaluation, Detection methods 2020 TweepFake: about detecting deepfake tweets Fagni et al. · arXiv · Deepfakes & multimodal, Datasets & evaluation 2020 The DeepFake Detection Challenge (DFDC) Dataset Dolhansky et al. · CVPR 2020 · Deepfakes & multimodal, Datasets & evaluation 2020 CoAID: COVID-19 Healthcare Misinformation Dataset Cui & Lee · arXiv · Datasets & evaluation, Spread & networks 2020 A Decade of Social Bot Detection Cresci · Communications of the ACM · Bots & coordinated campaigns, Datasets & evaluation 2020 What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context Baly et al. · 58th Annual Meeting of the Association for… · Spread & networks, Detection methods 2020 A Survey on Natural Language Processing for Fake News Detection Oshikawa et al. · arXiv · Detection methods, Datasets & evaluation 2020 SAFE: Similarity-Aware Multi-Modal Fake News Detection Zhou et al. · arXiv · Deepfakes & multimodal, Detection methods 2020 ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research Zhou et al. · CIKM '20 · Datasets & evaluation, Deepfakes & multimodal 2020 CHECKED: Chinese COVID-19 Fake News Dataset Yang et al. · arXiv · Datasets & evaluation, Detection methods 2019 RoBERTa: A Robustly Optimized BERT Pretraining Approach Liu et al. · arXiv · LLMs & generative AI, Detection methods 2019 SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media Zampieri et al. · 13th International Workshop on Semantic… · Detection methods, Datasets & evaluation 2019 Predicting the Type and Target of Offensive Posts in Social Media Zampieri et al. · NAACL · Datasets & evaluation, Detection methods 2019 Learning Hierarchical Discourse-level Structure for Fake News Detection Karimi & Tang · arXiv · Detection methods, LLMs & generative AI 2019 A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Hanselowski et al. · arXiv · Fact-checking & verification, Datasets & evaluation