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Spread of misinformation on social media: What contributes to it and how to combat it
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …
studies have explored the characteristics of misinformation. However, we lack a holistic …
The state of human-centered NLP technology for fact-checking
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …
narratives in public health, heightening social polarization, and disrupting democratic …
MFIR: Multimodal fusion and inconsistency reasoning for explainable fake news detection
L Wu, Y Long, C Gao, Z Wang, Y Zhang - Information Fusion, 2023 - Elsevier
Fake news possesses a destructive and negative impact on our lives. With the rapid growth
of multimodal content in social media communities, multimodal fake news detection has …
of multimodal content in social media communities, multimodal fake news detection has …
Determinants of llm-assisted decision-making
E Eigner, T Händler - arxiv preprint arxiv:2402.17385, 2024 - arxiv.org
Decision-making is a fundamental capability in everyday life. Large Language Models
(LLMs) provide multifaceted support in enhancing human decision-making processes …
(LLMs) provide multifaceted support in enhancing human decision-making processes …
A survey on explainable fake news detection
K Mishima, H Yamana - IEICE TRANSACTIONS on Information and …, 2022 - search.ieice.org
The increasing amount of fake news is a growing problem that will progressively worsen in
our interconnected world. Machine learning, particularly deep learning, is being used to …
our interconnected world. Machine learning, particularly deep learning, is being used to …
A systematic survey on explainable AI applied to fake news detection
The exponential proliferation of fake news in recent years has emphasized the demand for
automated fake news detection. Several techniques for detecting fake news have yielded …
automated fake news detection. Several techniques for detecting fake news have yielded …
Evaluating the impact of uncertainty visualization on model reliance
Machine learning models have gained traction as decision support tools for tasks that
require processing copious amounts of data. However, to achieve the primary benefits of …
require processing copious amounts of data. However, to achieve the primary benefits of …
Explainable AI to Mitigate the Lack of Transparency and Legitimacy in Internet Moderation
TP Ferraz, CHD Duarte, MF Ribeiro… - Estudos …, 2024 - SciELO Brasil
ISTORICALLY, societies have always established norms of coexistence that impose limits
on individual rights. This was the case with the fundamental right to freedom of expression …
on individual rights. This was the case with the fundamental right to freedom of expression …
1+ 1> 2? Information, humans, and machines
With the explosive growth of data and the rapid rise of artificial intelligence and automated
working processes, humans inevitably fall into increasingly close collaboration with …
working processes, humans inevitably fall into increasingly close collaboration with …
A comprehensive review of AI's impact on healthcare: revolutionizing diagnostics and patient care
M Ali - BULLET: Jurnal Multidisiplin Ilmu, 2023 - neliti.com
Patient care, diagnosis, and treatment could all be revolutionized by the use of artificial
intelligence (AI) in healthcare. This essay investigates the broad implications of AI in …
intelligence (AI) in healthcare. This essay investigates the broad implications of AI in …