Combating misinformation in the age of llms: Opportunities and challenges
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …
and public trust. The emergence of large language models (LLMs) has great potential to …
Domain specialization as the key to make large language models disruptive: A comprehensive survey
Large language models (LLMs) have significantly advanced the field of natural language
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …
Beneath the surface: Unveiling harmful memes with multimodal reasoning distilled from large language models
The age of social media is rife with memes. Understanding and detecting harmful memes
pose a significant challenge due to their implicit meaning that is not explicitly conveyed …
pose a significant challenge due to their implicit meaning that is not explicitly conveyed …
Fake artificial intelligence generated contents (faigc): A survey of theories, detection methods, and opportunities
In recent years, generative artificial intelligence models, represented by Large Language
Models (LLMs) and Diffusion Models (DMs), have revolutionized content production …
Models (LLMs) and Diffusion Models (DMs), have revolutionized content production …
Prompt-and-align: prompt-based social alignment for few-shot fake news detection
Despite considerable advances in automated fake news detection, due to the timely nature
of news, it remains a critical open question how to effectively predict the veracity of news …
of news, it remains a critical open question how to effectively predict the veracity of news …
Goat-bench: Safety insights to large multimodal models through meme-based social abuse
The exponential growth of social media has profoundly transformed how information is
created, disseminated, and absorbed, exceeding any precedent in the digital age …
created, disseminated, and absorbed, exceeding any precedent in the digital age …
Multi-modal misinformation detection: Approaches, challenges and opportunities
As social media platforms evolve from text-based forums into multi-modal environments, the
nature of misinformation in social media is also transforming accordingly. Taking advantage …
nature of misinformation in social media is also transforming accordingly. Taking advantage …
HQP: a human-annotated dataset for detecting online propaganda
Online propaganda poses a severe threat to the integrity of societies. However, existing
datasets for detecting online propaganda have a key limitation: they were annotated using …
datasets for detecting online propaganda have a key limitation: they were annotated using …
Towards explainable harmful meme detection through multimodal debate between large language models
The age of social media is flooded with Internet memes, necessitating a clear grasp and
effective identification of harmful ones. This task presents a significant challenge due to the …
effective identification of harmful ones. This task presents a significant challenge due to the …
EvolveDetector: Towards an evolving fake news detector for emerging events with continual knowledge accumulation and transfer
The prevalence of fake news on social media poses devastating and wide-ranging threats to
political beliefs, economic activities, and public health. Due to the continuous emergence of …
political beliefs, economic activities, and public health. Due to the continuous emergence of …