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[HTML][HTML] A survey on the use of large language models (llms) in fake news
The proliferation of fake news and fake profiles on social media platforms poses significant
threats to information integrity and societal trust. Traditional detection methods, including …
threats to information integrity and societal trust. Traditional detection methods, including …
Evidence-driven retrieval augmented response generation for online misinformation
The proliferation of online misinformation has posed significant threats to public interest.
While numerous online users actively participate in the combat against misinformation …
While numerous online users actively participate in the combat against misinformation …
Let silence speak: Enhancing fake news detection with generated comments from large language models
Fake news detection plays a crucial role in protecting social media users and maintaining a
healthy news ecosystem. Among existing works, comment-based fake news detection …
healthy news ecosystem. Among existing works, comment-based fake news detection …
Event-radar: Event-driven multi-view learning for multimodal fake news detection
The swift detection of multimedia fake news has emerged as a crucial task in combating
malicious propaganda and safeguarding the security of the online environment. While …
malicious propaganda and safeguarding the security of the online environment. While …
[HTML][HTML] Towards explainable traffic flow prediction with large language models
Traffic forecasting is crucial for intelligent transportation systems. It has experienced
significant advancements thanks to the power of deep learning in capturing latent patterns of …
significant advancements thanks to the power of deep learning in capturing latent patterns of …
Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
Large language models (LLMs) demonstrate great potential for problems with implicit
graphical structures, while recent works seek to enhance the graph reasoning capabilities of …
graphical structures, while recent works seek to enhance the graph reasoning capabilities of …
Mmidr: Teaching large language model to interpret multimodal misinformation via knowledge distillation
Automatic detection of multimodal misinformation has gained a widespread attention
recently. However, the potential of powerful Large Language Models (LLMs) for multimodal …
recently. However, the potential of powerful Large Language Models (LLMs) for multimodal …
[PDF][PDF] Fine-Grained Languagebased Reliability Detection in Spanish New with Fine-Tuned Llama-3 Model
M Ibrahim - In Proceedings of the Iberian Languages Evaluation …, 2024 - ceur-ws.org
In today's digital media landscape, it's essential to evaluate the credibility of news language.
Analyzing certain parts of a news article enhances the assessment of its linguistic …
Analyzing certain parts of a news article enhances the assessment of its linguistic …
Exploiting user comments for early detection of fake news prior to users' commenting
Both accuracy and timeliness are key factors in detecting fake news on social media.
However, most existing methods encounter an accuracy-timeliness dilemma: Content-only …
However, most existing methods encounter an accuracy-timeliness dilemma: Content-only …
On large language models in national security applications
WN Caballero, PR Jenkins - arxiv preprint arxiv:2407.03453, 2024 - arxiv.org
The overwhelming success of GPT-4 in early 2023 highlighted the transformative potential of
large language models (LLMs) across various sectors, including national security. This …
large language models (LLMs) across various sectors, including national security. This …