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 …
Can llm-generated misinformation be detected?
The advent of Large Language Models (LLMs) has made a transformative impact. However,
the potential that LLMs such as ChatGPT can be exploited to generate misinformation has …
the potential that LLMs such as ChatGPT can be exploited to generate misinformation has …
Bad actor, good advisor: Exploring the role of large language models in fake news detection
Detecting fake news requires both a delicate sense of diverse clues and a profound
understanding of the real-world background, which remains challenging for detectors based …
understanding of the real-world background, which remains challenging for detectors based …
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks
It is commonly perceived that fake news and real news exhibit distinct writing styles, such as
the use of sensationalist versus objective language. However, we emphasize that style …
the use of sensationalist versus objective language. However, we emphasize that style …
Pre‐trained language models: What do they know?
N Guimarães, R Campos… - … Reviews: Data Mining and …, 2024 - Wiley Online Library
Large language models (LLMs) have substantially pushed artificial intelligence (AI) research
and applications in the last few years. They are currently able to achieve high effectiveness …
and applications in the last few years. They are currently able to achieve high effectiveness …
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 …
Dell: Generating reactions and explanations for llm-based misinformation detection
Large language models are limited by challenges in factuality and hallucinations to be
directly employed off-the-shelf for judging the veracity of news articles, where factual …
directly employed off-the-shelf for judging the veracity of news articles, where factual …
Silver lining in the fake news cloud: Can large language models help detect misinformation?
In the times of advanced generative artificial intelligence, distinguishing truth from fallacy
and deception has become a critical societal challenge. This research attempts to analyze …
and deception has become a critical societal challenge. This research attempts to analyze …
Generative large language models in automated fact-checking: A survey
The dissemination of false information on online platforms presents a serious societal
challenge. While manual fact-checking remains crucial, Large Language Models (LLMs) …
challenge. While manual fact-checking remains crucial, Large Language Models (LLMs) …
MMAdapt: A Knowledge-guided Multi-source Multi-class Domain Adaptive Framework for Early Health Misinformation Detection
This paper studies a critical problem of emergent health misinformation detection, aiming to
mitigate the spread of misinformation in emergent health domains to support well-informed …
mitigate the spread of misinformation in emergent health domains to support well-informed …