[HTML][HTML] Emotion detection for misinformation: A review

Z Liu, T Zhang, K Yang, P Thompson, Z Yu… - Information …, 2024 - Elsevier
With the advent of social media, an increasing number of netizens are sharing and reading
posts and news online. However, the huge volumes of misinformation (eg, fake news and …

Let silence speak: Enhancing fake news detection with generated comments from large language models

Q Nan, Q Sheng, J Cao, B Hu, D Wang… - Proceedings of the 33rd …, 2024 - dl.acm.org
Fake news detection plays a crucial role in protecting social media users and maintaining a
healthy news ecosystem. Among existing works, comment-based fake news detection …

Multimodal automated fact-checking: A survey

M Akhtar, M Schlichtkrull, Z Guo, O Cocarascu… - arXiv preprint arXiv …, 2023 - arxiv.org
Misinformation is often conveyed in multiple modalities, eg a miscaptioned image.
Multimodal misinformation is perceived as more credible by humans, and spreads faster …

SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection

P Qi, Z Yan, W Hsu, ML Lee - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Misinformation is a prevalent societal issue due to its potential high risks. Out-Of-Context
(OOC) misinformation where authentic images are repurposed with false text is one of the …

Fakingrecipe: Detecting fake news on short video platforms from the perspective of creative process

Y Bu, Q Sheng, J Cao, P Qi, D Wang, J Li - Proceedings of the 32nd …, 2024 - dl.acm.org
As short-form video-sharing platforms become a significant channel for news consumption,
fake news in short videos has emerged as a serious threat in the online information …

Audio multi-view spoofing detection framework based on audio-text-emotion correlations

J Wu, Q Yin, Z Sheng, W Lu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, audio spoofing detection has received widespread attention for protecting
personal privacy and social security. Despite the significant progress achieved in audio …

Mitigating World Biases: A Multimodal Multi-View Debiasing Framework for Fake News Video Detection

Z Zeng, M Luo, X Kong, H Liu, H Guo, H Yang… - Proceedings of the …, 2024 - dl.acm.org
Short videos turn into an important channel for public sharing, as well as they've become a
fertile ground for fake news. Fake news video detection is to judge the veracity of news …

Combating online misinformation videos: Characterization, detection, and future directions

Y Bu, Q Sheng, J Cao, P Qi, D Wang, J Li - Proceedings of the 31st ACM …, 2023 - dl.acm.org
With information consumption via online video streaming becoming increasingly popular,
misinformation video poses a new threat to the health of the online information ecosystem …

Deep learning technology for face forgery detection: A survey

L Ma, P Yang, Y Xu, Z Yang, P Li, H Huang - Neurocomputing, 2024 - Elsevier
Currently, the rapid development of computer vision and deep learning has enabled the
creation or manipulation of high-fidelity facial images and videos via deep generative …

Deep multimodal learning for information retrieval

W Ji, Y Wei, Z Zheng, H Fei, T Chua - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Information retrieval (IR) is a fundamental technique that aims to acquire information from a
collection of documents, web pages, or other sources. While traditional text-based IR has …