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

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

10 March 2022

Kung-Hsiang Huang

Kathleen McKeown

Yejin Choi

Heng Ji

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

12 / 12 papers shown

Title
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 136 0 0 28 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 85 4 0 17 Feb 2025
Fake News Detection After LLM Laundering: Measurement and Explanation Rupak Kumar Das Jonathan Dodge 87 0 0 29 Jan 2025
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 76 7 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 38 13 0 13 Jun 2024
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 32 18 0 02 Nov 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 24 30 0 13 May 2023
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 32 38 0 25 Oct 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 20 17 0 05 Sep 2022
Fact-Enhanced Synthetic News Generation Kai Shu Yichuan Li Kaize Ding Huan Liu 177 31 0 08 Dec 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,431 0 22 Aug 2019
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 175 3,509 0 10 Jun 2015