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 …
Overview of the CLEF-2024 CheckThat! lab: check-worthiness, subjectivity, persuasion, roles, authorities, and adversarial robustness
We describe the seventh edition of the CheckThat! lab, part of the 2024 Conference and
Labs of the Evaluation Forum (CLEF). Previous editions of CheckThat! focused on the main …
Labs of the Evaluation Forum (CLEF). Previous editions of CheckThat! focused on the main …
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey
In today's global digital landscape, misinformation transcends linguistic boundaries, posing
a significant challenge for moderation systems. While significant advances have been made …
a significant challenge for moderation systems. While significant advances have been made …
Multimodal automated fact-checking: A survey
Misinformation is often conveyed in multiple modalities, eg a miscaptioned image.
Multimodal misinformation is perceived as more credible by humans, and spreads faster …
Multimodal misinformation is perceived as more credible by humans, and spreads faster …
[PDF][PDF] Overview of the CLEF-2024 CheckThat! Lab task 5 on rumor verification using evidence from authorities
We present an overview of Task 5 of the seventh edition of the CheckThat! Lab, which is a
part of the 2024 Conference and Labs of the Evaluation Forum (CLEF). In the Rumor …
part of the 2024 Conference and Labs of the Evaluation Forum (CLEF). In the Rumor …
CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora
Text-to-image retrieval aims to find the relevant images based on a text query, which is
important in various use-cases, such as digital libraries, e-commerce, and multimedia …
important in various use-cases, such as digital libraries, e-commerce, and multimedia …
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 …
[HTML][HTML] FMC: Multimodal fake news detection based on multi-granularity feature fusion and contrastive learning
F Yan, M Zhang, B Wei, K Ren, W Jiang - Alexandria Engineering Journal, 2024 - Elsevier
The automatic detection of multimodal fake news has recently garnered significant attention.
However, the existing detection methods mainly focus on merging textual and visual …
However, the existing detection methods mainly focus on merging textual and visual …
Topic audiolization: A model for rumor detection inspired by lie detection technology
The psychological factors influence the frequency and intensity of the lie's audio. In addition,
the changes could be associated with each word in a segment of the liar's output. We …
the changes could be associated with each word in a segment of the liar's output. We …