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GUIDEUnderstanding fake news, misinformation & disinformation

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2026 VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation Huang et al. · NeurIPS 2026, Track on Evaluations and Datasets · LLMs & generative AI, Fact-checking & verification2025 A Guide to Misinformation Detection Data and Evaluation Thibault et al. · KDD '25 — 31st ACM SIGKDD Conference on… · Datasets & evaluation, Detection methods2022 The psychological drivers of misinformation belief and its resistance to correction Ecker et al. · Nature Reviews Psychology · Psychology & interventions, Fact-checking & verification2021 Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA Loomba et al. · Nature Human Behaviour · Psychology & interventions, Platforms, policy & society2021 Prevalence of Health Misinformation on Social Media: Systematic Review Suarez-Lledo & Alvarez-Galvez · Journal of Medical Internet Research · Spread & networks, Datasets & evaluation2021 Prevalence of Health Misinformation on Social Media: Systematic Review Suarez-Lledo & Alvarez-Galvez · Journal of Medical Internet Research · Spread & networks, Platforms, policy & society2021 Towards Fine-Grained Reasoning for Fake News Detection Jin et al. · ACL · Detection methods, LLMs & generative AI2021 Does Media Literacy Help Identification of Fake News? Information Literacy Helps, but Other Literacies Don't Jones-Jang et al. · American Behavioral Scientist · Psychology & interventions, Platforms, policy & society2020 Assessing the risks of 'infodemics' in response to COVID-19 epidemics Gallotti et al. · Nature Human Behaviour · Spread & networks, Platforms, policy & society2020 Types, Sources, and Claims of COVID-19 Misinformation Brennen et al. · Reuters Institute for the Study of… · Fact-checking & verification, Platforms, policy & society2020 Inoculating Against Fake News About COVID-19 van der Linden et al. · Frontiers in Psychology · Psychology & interventions, Platforms, policy & society2020 Fighting an Infodemic: COVID-19 Fake News Dataset Patwa et al. · Springer · Datasets & evaluation, Detection methods2020 A Picture Paints a Thousand Lies? The Effects and Mechanisms of Multimodal Disinformation and Rebuttals Disseminated via Social Media Hameleers et al. · Political Communication · Deepfakes & multimodal, Fact-checking & verification2020 Social media and vaccine hesitancy Wilson & Wiysonge · BMJ Global Health · Platforms, policy & society, Spread & networks2020 Fact-Checking: A Meta-Analysis of What Works and for Whom Walter et al. · Political Communication · Fact-checking & verification, Psychology & interventions2020 Causes and consequences of mainstream media dissemination of fake news: literature review and synthesis Tsfati et al. · Annals of the International Communication… · Spread & networks, Platforms, policy & society2020 Susceptibility to misinformation about COVID-19 around the world Roozenbeek et al. · Royal Society Open Science · Psychology & interventions, Platforms, policy & society2020 Fighting COVID-19 Misinformation on Social Media: Experimental Evidence for a Scalable Accuracy-Nudge Intervention Pennycook et al. · Psychological Science · Psychology & interventions, Platforms, policy & society2020 Fact-checking as risk communication: the multi-layered risk of misinformation in times of COVID-19 Krause et al. · Journal of Risk Research · Fact-checking & verification, Platforms, policy & society2020 A digital media literacy intervention increases discernment between mainstream and false news in the United States and India Guess et al. · PNAS · Psychology & interventions, Platforms, policy & society2019 Influence of fake news in Twitter during the 2016 US presidential election Bovet & Makse · Nature Communications · Spread & networks, Platforms, policy & society2019 RumourEval 2019: Determining Rumour Veracity and Support for Rumours Gorrell et al. · 13th International Workshop on Semantic… · Spread & networks, Datasets & evaluation2019 Fighting Misperceptions and Doubting Journalists' Objectivity: A Review of Fact-checking Literature Nieminen & Rapeli · Political Studies Review · Fact-checking & verification, Platforms, policy & society2019 Cognitive attraction and online misinformation Acerbi · Palgrave Communications · Psychology & interventions, Spread & networks