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 …
Towards reliable misinformation mitigation: Generalization, uncertainty, and gpt-4
K Pelrine, A Imouza, C Thibault, M Reksoprodjo… - ar** with media bias
Misinformation is a pressing issue in modern society. It arouses a mixture of anger, distrust,
confusion, and anxiety that cause damage on our daily life judgments and public policy …
confusion, and anxiety that cause damage on our daily life judgments and public policy …
Demystifying neural fake news via linguistic feature-based interpretation
The spread of fake news can have devastating ramifications, and recent advancements to
neural fake news generators have made it challenging to understand how misinformation …
neural fake news generators have made it challenging to understand how misinformation …
Assessing political prudence of open-domain chatbots
Politically sensitive topics are still a challenge for open-domain chatbots. However, dealing
with politically sensitive content in a responsible, non-partisan, and safe behavior way is …
with politically sensitive content in a responsible, non-partisan, and safe behavior way is …
Human-in-the-loop evaluation for early misinformation detection: A case study of COVID-19 treatments
We present a human-in-the-loop evaluation framework for fact-checking novel
misinformation claims and identifying social media messages that support them. Our …
misinformation claims and identifying social media messages that support them. Our …
A novel hybrid approach for text encoding: Cognitive attention to syntax model to detect online misinformation
Most approaches for text encoding rely on the attention mechanism, at the core of the
transformers architecture and large language models. The understanding of this mechanism …
transformers architecture and large language models. The understanding of this mechanism …
Multi-modal soft prompt-tuning for Chinese Clickbait Detection
With the rapid growth of Chinese online services, clickbait has proliferated at an
unprecedented rate, designed to manipulate users into clicking for increased traffic or …
unprecedented rate, designed to manipulate users into clicking for increased traffic or …