v1v2 (latest)

Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation

10 March 2022

Kung-Hsiang Huang

Kathleen McKeown

Preslav Nakov

Yejin Choi

Heng Ji

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Papers citing "Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation"

37 / 37 papers shown

Title
MultiHoax: A Dataset of Multi-hop False-Premise Questions Mohammadamin Shafiei Hamidreza Saffari Nafise Sadat Moosavi LRM 43 0 0 30 May 2025
The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts Yuchen Zhang Yaxiong Wang Yujiao Wu Lianwei Wu Li Zhu AAML 105 0 0 23 May 2025
MPPFND: A Dataset and Analysis of Detecting Fake News with Multi-Platform Propagation Congyuan Zhao Lingwei Wei Ziming Qin Wei Zhou Yunya Song Songlin Hu 34 0 0 16 May 2025
LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation Beizhe Hu Qiang Sheng Juan Cao Yang Li Danding Wang 511 1 0 28 Apr 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection Mingqing Zhang Qiang Liu Xiang Tao Shu Wu Liang Wang 59 0 0 07 Apr 2025
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent Jiateng Liu Lin Ai Zizhou Liu Payam Karisani Zheng Hui May Fung Preslav Nakov Julia Hirschberg Heng Ji DiffM 160 5 0 17 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 191 1 0 29 Jan 2025
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 86 0 0 31 Dec 2024
Detection of Human and Machine-Authored Fake News in Urdu Muhammad Zain Ali Yuxia Wang Bernhard Pfahringer T. Smith DeLMO 56 1 0 25 Oct 2024
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 110 1 0 16 Oct 2024
Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection Ye Liu Jiajun Zhu Kai Zhang Haoyu Tang Yanghai Zhang Xukai Liu Qi Liu Enhong Chen 146 0 0 12 Jul 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 152 13 0 21 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 139 23 0 13 Jun 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning Cheng Niu Yang Guan Yuanhao Wu Juno Zhu Juntong Song Randy Zhong Kaihua Zhu Siliang Xu Shizhe Diao Tong Zhang 92 5 0 12 Jun 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 92 6 0 05 Jun 2024
FakeNewsGPT4: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs Xuannan Liu Peipei Li Huaibo Huang Zekun Li Xing Cui Jiahao Liang Lixiong Qin Weihong Deng Zhaofeng He 60 3 0 04 Mar 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 137 34 0 16 Feb 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo Yulia Tsvetkov AAML DeLMO 93 17 0 01 Feb 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning Kung-Hsiang Huang Mingyang Zhou Hou Pong Chan Yi R. Fung Zhenhailong Wang Lingyu Zhang Shih-Fu Chang Chenhui Xu 112 38 0 15 Dec 2023
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation Haoyi Qiu Kung-Hsiang Huang Jingnong Qu Nanyun Peng HILM 72 6 0 16 Nov 2023
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 103 19 0 02 Nov 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 87 64 0 16 Oct 2023
Factuality Challenges in the Era of Large Language Models Isabelle Augenstein Timothy Baldwin Meeyoung Cha Tanmoy Chakraborty Giovanni Luca Ciampaglia ... Rubén Míguez Preslav Nakov Dietram A. Scheufele Shivam Sharma Giovanni Zagni HILM 81 44 0 08 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 191 182 0 25 Sep 2023
Fake News Detectors are Biased against Texts Generated by Large Language Models Jinyan Su Terry Yue Zhuo Jonibek Mansurov Di Wang Preslav Nakov DeLMO 60 17 0 15 Sep 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 88 21 0 14 Aug 2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang Hou Pong Chan Kathleen McKeown Heng Ji 93 1 0 23 May 2023
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan Wenjie Wang DeLMO 260 127 0 23 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 104 32 0 13 May 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 64 12 0 25 Jan 2023
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning Xiaoming Liu Zhaohan Zhang Yichen Wang Hang Pu Y. Lan Chao Shen 95 41 0 20 Dec 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 103 46 0 25 Oct 2022
R $^2$ F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference Hao Wang Yixin Cao Yangguang Li Zhen Huang Kun Wang Jing Shao FedML 67 0 0 22 Oct 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 179 91 0 14 Oct 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 277 6 0 07 Sep 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 78 18 0 05 Sep 2022
Attacking Open-domain Question Answering by Injecting Misinformation Liangming Pan Wenhu Chen Min-Yen Kan Wenjie Wang HILM AAML 289 28 0 15 Oct 2021