Detecting misinformation with llm-predicted credibility signals and weak supervision
Credibility signals represent a wide range of heuristics that are typically used by journalists
and fact-checkers to assess the veracity of online content. Automating the task of credibility …
and fact-checkers to assess the veracity of online content. Automating the task of credibility …
Developing misinformation immunity: How to reason-check fallacious news in a human–computer interaction environment
To counter the fake news phenomenon, the scholarly community has attempted to debunk
and prebunk disinformation. However, misinformation still constitutes a major challenge due …
and prebunk disinformation. However, misinformation still constitutes a major challenge due …
Susceptibility to COVID-19 nutrition misinformation and eating behavior change during lockdowns: an international web-based survey
MA Ruani, MJ Reiss - Nutrients, 2023 - mdpi.com
To understand the susceptibility to nutrition-health misinformation related to preventing,
treating, or mitigating the risk of COVID-19 during the initial lockdowns around the world, the …
treating, or mitigating the risk of COVID-19 during the initial lockdowns around the world, the …
An Investigation of the Use of Theories in Misinformation Studies
L Ogbadu‐Oladapo, HH Chung, J Li… - Proceedings of the …, 2023 - Wiley Online Library
This paper examines social science and humanity theories that have been applied to
studies dealing with misinformation. We identified 273 articles published from 2012 to 2023 …
studies dealing with misinformation. We identified 273 articles published from 2012 to 2023 …
Confronting Fake News Through Collective Intelligence in Adolescents
A Cebollero-Salinas, C Elboj-Saso… - … Journal of Human …, 2024 - Taylor & Francis
Adolescents are vulnerable to the exponential increase in fake news spread. Collective
judgment on the quality of news has been an effective intervention. Collective Learning …
judgment on the quality of news has been an effective intervention. Collective Learning …
I'm the same, I'm the same, I'm trying to change: Investigating the role of human information behavior in view change
Abstract Information is powerful; it can influence peoples' views and, in turn, their behavior.
Much recent research and discussion on the role information plays in view change has …
Much recent research and discussion on the role information plays in view change has …
Are LLMs Good Zero-Shot Fallacy Classifiers?
Fallacies are defective arguments with faulty reasoning. Detecting and classifying them is a
crucial NLP task to prevent misinformation, manipulative claims, and biased decisions …
crucial NLP task to prevent misinformation, manipulative claims, and biased decisions …
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree
Logical fallacy uses invalid or faulty reasoning in the construction of a statement. Despite the
prevalence and harmfulness of logical fallacies, detecting and classifying logical fallacies …
prevalence and harmfulness of logical fallacies, detecting and classifying logical fallacies …
[PDF][PDF] Susceptibility to COVID-19 Nutrition Misinformation and Eating Behavior Change during Lockdowns: An International Web-Based Survey. Nutrients 2023, 15 …
MA Ruani, MJ Reiss - 2023 - academia.edu
To understand the susceptibility to nutrition-health misinformation related to preventing,
treating, or mitigating the risk of COVID-19 during the initial lockdowns around the world, the …
treating, or mitigating the risk of COVID-19 during the initial lockdowns around the world, the …
[PDF][PDF] Disentangling the Effect of Confirmation Bias and Media Literacy on Social Media Users' Susceptibility to Fake News
This study explores the effects of confirmation bias, media literacy, and cognitive abilities on
social media users' fake news susceptibility. The objective is to disentangle the complex …
social media users' fake news susceptibility. The objective is to disentangle the complex …