Combating misinformation in the age of llms: Opportunities and challenges

C Chen, K Shu - AI Magazine, 2024 - Wiley Online Library
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 …

Generative ai

S Feuerriegel, J Hartmann, C Janiesch… - Business & Information …, 2024 - Springer
Tom Freston is credited with saying ''Innovation is taking two things that exist and putting
them together in a new way''. For a long time in history, it has been the prevailing …

Can llm-generated misinformation be detected?

C Chen, K Shu - arXiv preprint arXiv:2309.13788, 2023 - arxiv.org
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 …

Russian propaganda on social media during the 2022 invasion of Ukraine

D Geissler, D Bär, N Pröllochs, S Feuerriegel - EPJ Data Science, 2023 - epjds.epj.org
Abstract The Russian invasion of Ukraine in February 2022 was accompanied by practices
of information warfare, yet existing evidence is largely anecdotal while large-scale empirical …

Using natural language processing to analyse text data in behavioural science

S Feuerriegel, A Maarouf, D Bär, D Geissler… - Nature Reviews …, 2025 - nature.com
Abstract Language is a uniquely human trait at the core of human interactions. The
language people use often reflects their personality, intentions and state of mind. With the …

Unleashing the Power of Discourse-Enhanced Transformers for Propaganda Detection

A Chernyavskiy, D Ilvovsky… - Proceedings of the 18th …, 2024 - aclanthology.org
The prevalence of information manipulation online has created a need for propaganda
detection systems. Such systems have typically focused on the surface words, ignoring the …

Together we can do it! A roadmap to effectively tackle propaganda-related tasks

R Rodríguez-García, R Centeno, Á Rodrigo - Internet Research, 2024 - emerald.com
Purpose In this paper, we address the need to study automatic propaganda detection to
establish a course of action when faced with such a complex task. Although many isolated …

Empowering propaganda detection in resource-restraint languages: a transformer-based framework for classifying hindi news articles

D Chaudhari, AV Pawar - Big Data and Cognitive Computing, 2023 - mdpi.com
Misinformation, fake news, and various propaganda techniques are increasingly used in
digital media. It becomes challenging to uncover propaganda as it works with the systematic …

Analyzing the strategy of propaganda using inverse reinforcement learning: evidence from the 2022 Russian invasion of Ukraine

D Geissler, S Feuerriegel - Proceedings of the ACM on Human …, 2024 - dl.acm.org
The 2022 Russian invasion of Ukraine was accompanied by a large-scale, pro-Russian
propaganda campaign on social media. However, the strategy behind the dissemination of …

Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection

T Ustyianovych, D Barbosa - Proceedings of the Third Ukrainian …, 2024 - aclanthology.org
In the digital age, geopolitical events frequently catalyze discussions among global web
users. Platforms such as social networks and messaging applications serve as vital means …