Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Wei-Yao, Chang, Yu-Chieh, Peng, Wen-Chih |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exposing and Explaining Fake News On-the-Fly
by: de Arriba-Pérez, Francisco, et al.
Published: (2024)
by: de Arriba-Pérez, Francisco, et al.
Published: (2024)
Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media
by: Zhang, Jiajun, et al.
Published: (2024)
by: Zhang, Jiajun, et al.
Published: (2024)
Transferring Structure Knowledge: A New Task to Fake news Detection Towards Cold-Start Propagation
by: Wei, Lingwei, et al.
Published: (2024)
by: Wei, Lingwei, et al.
Published: (2024)
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness
by: Kim, Junghoon, et al.
Published: (2024)
by: Kim, Junghoon, et al.
Published: (2024)
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
by: Liu, Yuhan, et al.
Published: (2024)
by: Liu, Yuhan, et al.
Published: (2024)
Unseen Fake News Detection Through Casual Debiasing
by: Gong, Shuzhi, et al.
Published: (2025)
by: Gong, Shuzhi, et al.
Published: (2025)
MPPFND: A Dataset and Analysis of Detecting Fake News with Multi-Platform Propagation
by: Zhao, Congyuan, et al.
Published: (2025)
by: Zhao, Congyuan, et al.
Published: (2025)
Spectral Analysis of Fake News Propagation
by: Cai, Weibin, et al.
Published: (2026)
by: Cai, Weibin, et al.
Published: (2026)
Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures
by: Gong, Shuzhi, et al.
Published: (2024)
by: Gong, Shuzhi, et al.
Published: (2024)
The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents
by: Liu, Yuhan, et al.
Published: (2024)
by: Liu, Yuhan, et al.
Published: (2024)
Can Large Language Models Detect Misinformation in Scientific News Reporting?
by: Cao, Yupeng, et al.
Published: (2024)
by: Cao, Yupeng, et al.
Published: (2024)
Exploring Content and Social Connections of Fake News with Explainable Text and Graph Learning
by: Lourenço, Vítor N., et al.
Published: (2025)
by: Lourenço, Vítor N., et al.
Published: (2025)
TAGFN: A Text-Attributed Graph Dataset for Fake News Detection in the Age of LLMs
by: Liu, Kay, et al.
Published: (2025)
by: Liu, Kay, et al.
Published: (2025)
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges
by: Sun, Yanshen, et al.
Published: (2024)
by: Sun, Yanshen, et al.
Published: (2024)
When GenAI Meets Fake News: Understanding Image Cascade Dynamics on Reddit
by: Chauhan, Saumya, et al.
Published: (2025)
by: Chauhan, Saumya, et al.
Published: (2025)
A Novel Method for News Article Event-Based Embedding
by: Ishlach, Koren, et al.
Published: (2024)
by: Ishlach, Koren, et al.
Published: (2024)
MCWDST: a Minimum-Cost Weighted Directed Spanning Tree Algorithm for Real-Time Fake News Mitigation in Social Media
by: Truică, Ciprian-Octavian, et al.
Published: (2023)
by: Truică, Ciprian-Octavian, et al.
Published: (2023)
AI Approaches to Qualitative and Quantitative News Analytics on NATO Unity
by: Pavlyshenko, Bohdan M.
Published: (2025)
by: Pavlyshenko, Bohdan M.
Published: (2025)
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News Detection
by: Lakzaei, Batool, et al.
Published: (2025)
by: Lakzaei, Batool, et al.
Published: (2025)
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings
by: Hanley, Hans W. A., et al.
Published: (2025)
by: Hanley, Hans W. A., et al.
Published: (2025)
Detecting Fake Reviewer Groups in Dynamic Networks: An Adaptive Graph Learning Method
by: Zhang, Jing, et al.
Published: (2026)
by: Zhang, Jing, et al.
Published: (2026)
Large Language Model Agent for Fake News Detection
by: Li, Xinyi, et al.
Published: (2024)
by: Li, Xinyi, et al.
Published: (2024)
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
by: Liu, Yuhan, et al.
Published: (2025)
by: Liu, Yuhan, et al.
Published: (2025)
Multimodal Analysis of State-Funded News Coverage of the Israel-Hamas War on YouTube Shorts
by: Miehling, Daniel, et al.
Published: (2026)
by: Miehling, Daniel, et al.
Published: (2026)
Incentivizing News Consumption on Social Media Platforms Using Large Language Models and Realistic Bot Accounts
by: Askari, Hadi, et al.
Published: (2024)
by: Askari, Hadi, et al.
Published: (2024)
LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection
by: Lakzaei, Batool, et al.
Published: (2024)
by: Lakzaei, Batool, et al.
Published: (2024)
MSynFD: Multi-hop Syntax aware Fake News Detection
by: Xiao, Liang, et al.
Published: (2024)
by: Xiao, Liang, et al.
Published: (2024)
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection
by: Park, Sungwon, et al.
Published: (2024)
by: Park, Sungwon, et al.
Published: (2024)
Detecting Fake News on Social Media: A Novel Reliability Aware Machine-Crowd Hybrid Intelligence-Based Method
by: Chai, Yidong, et al.
Published: (2024)
by: Chai, Yidong, et al.
Published: (2024)
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning
by: Xu, Xiaofei, et al.
Published: (2024)
by: Xu, Xiaofei, et al.
Published: (2024)
Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models
by: Nan, Qiong, et al.
Published: (2024)
by: Nan, Qiong, et al.
Published: (2024)
Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting
by: Nan, Qiong, et al.
Published: (2023)
by: Nan, Qiong, et al.
Published: (2023)
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning
by: Niu, Cheng, et al.
Published: (2024)
by: Niu, Cheng, et al.
Published: (2024)
A Multi-Stage Framework with Taxonomy-Guided Reasoning for Occupation Classification Using Large Language Models
by: Achananuparp, Palakorn, et al.
Published: (2025)
by: Achananuparp, Palakorn, et al.
Published: (2025)
LLM-based Contrastive Self-Supervised AMR Learning with Masked Graph Autoencoders for Fake News Detection
by: Gupta, Shubham, et al.
Published: (2025)
by: Gupta, Shubham, et al.
Published: (2025)
Fake News Detection After LLM Laundering: Measurement and Explanation
by: Das, Rupak Kumar, et al.
Published: (2025)
by: Das, Rupak Kumar, et al.
Published: (2025)
A Macro- and Micro-Hierarchical Transfer Learning Framework for Cross-Domain Fake News Detection
by: Yang, Xuankai, et al.
Published: (2025)
by: Yang, Xuankai, et al.
Published: (2025)
New Recipe for Semi-supervised Community Detection: Clique Annealing under Crystallization Kinetics
by: Cheng, Ling, et al.
Published: (2025)
by: Cheng, Ling, et al.
Published: (2025)
Exploring the Use of Abusive Generative AI Models on Civitai
by: Wei, Yiluo, et al.
Published: (2024)
by: Wei, Yiluo, et al.
Published: (2024)
Why Misinformation is Created? Detecting them by Integrating Intent Features
by: Wang, Bing, et al.
Published: (2024)
by: Wang, Bing, et al.
Published: (2024)
Similar Items
-
Exposing and Explaining Fake News On-the-Fly
by: de Arriba-Pérez, Francisco, et al.
Published: (2024) -
Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media
by: Zhang, Jiajun, et al.
Published: (2024) -
Transferring Structure Knowledge: A New Task to Fake news Detection Towards Cold-Start Propagation
by: Wei, Lingwei, et al.
Published: (2024) -
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness
by: Kim, Junghoon, et al.
Published: (2024) -
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
by: Liu, Yuhan, et al.
Published: (2024)