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2022
From Fake News to #FakeNews: Mining Direct and Indirect Relationships among Hashtags for Fake News Detection
Zhou et al. · ACM Conference · Detection methods, Datasets & evaluation2022
"This is Fake! Shared it by Mistake": Assessing the Intent of Fake News Spreaders
Zhou et al. · ACM Web Conference 2022 · Spread & networks, Detection methods2022
All the News That's Fit to Fabricate: AI-Generated Text as a Tool of Media Misinformation
Kreps et al. · Journal of Experimental Political Science · LLMs & generative AI, Detection methods2022
Atlas: Few-shot Learning with Retrieval Augmented Language Models
Izacard et al. · arXiv · LLMs & generative AI, Fact-checking & verification2022
Discovering Latent Knowledge in Language Models Without Supervision
Burns et al. · arXiv · LLMs & generative AI, Detection methods2022
Botometer 101: Social bot practicum for computational social scientists
Yang et al. · arXiv · Bots & coordinated campaigns, Datasets & evaluation2022
Red Teaming Language Models with Language Models
Perez et al. · arXiv · LLMs & generative AI, Bots & coordinated campaigns2022
Discovering Language Model Behaviors with Model-Written Evaluations
Perez et al. · LLMs & generative AI, Datasets & evaluation2022
Causal Machine Learning: A Survey and Open Problems
Kaddour et al. · arXiv · LLMs & generative AI, Detection methods2022
A Comprehensive Survey on Trustworthy Recommender Systems
Fan et al. · ACM Computing Surveys · Platforms, policy & society, Detection methods2022
Toxicity Detection with Generative Prompt-based Inference
Wang & Chang · arXiv · Detection methods, LLMs & generative AI2022
Deepfake Detection: A Systematic Literature Review
Rana et al. · IEEE Access · Deepfakes & multimodal, Datasets & evaluation2022
NELA-GT-2022: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles
Gruppi et al. · arXiv · Datasets & evaluation, Detection methods2022
Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text
Dugan et al. · arXiv · LLMs & generative AI, Detection methods2022
Right-Wing YouTube: A Supply and Demand Perspective
Munger & Phillips · The International Journal of Press/Politics · Spread & networks, Platforms, policy & society2022
The psychological drivers of misinformation belief and its resistance to correction
Ecker et al. · Nature Reviews Psychology · Psychology & interventions, Fact-checking & verification