Adapting Fake News Detection to the Era of Large Language Models

Adapting Fake News Detection to the Era of Large Language Models

2 November 2023

Papers citing "Adapting Fake News Detection to the Era of Large Language Models"

13 / 13 papers shown

Title
Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Shenghan Tan Litian Zhang Chaozhuo Li 46 0 0 27 Mar 2025
Evaluating open-source Large Language Models for automated fact-checking Nicoló Fontana Francesco Corso Enrico Zuccolotto Francesco Pierri HILM 57 0 0 07 Mar 2025
A Self-Learning Multimodal Approach for Fake News Detection Hao Chen Hui Guo Baochen Hu Shu Hu Jinrong Hu Siwei Lyu Xi Wu Qing Guo 82 2 0 08 Dec 2024
Gen-AI for User Safety: A Survey Akshar Prabhu Desai Tejasvi Ravi Mohammad Luqman Mohit Sharma Nithya Kota Pranjul Yadav 35 1 0 10 Nov 2024
From Deception to Detection: The Dual Roles of Large Language Models in Fake News Dorsaf Sallami Yuan-Chen Chang Esma Aïmeur 39 3 0 25 Sep 2024
MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Lionel Z. Wang Yiming Ma Renfei Gao Beichen Guo Han Zhu Wenqi Fan Zexin Lu Ka Chung Ng SyDa 25 2 0 19 Aug 2024
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences Yujie Lu Dongfu Jiang Wenhu Chen William Yang Wang Yejin Choi Bill Yuchen Lin VLM 48 26 0 16 Jun 2024
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges Yanshen Sun Jianfeng He Limeng Cui Shuo Lei Chang-Tien Lu 40 28 0 27 Mar 2024
Factuality of Large Language Models in the Year 2024 Yuxia Wang Minghan Wang Muhammad Arslan Manzoor Fei Liu Georgi Georgiev Rocktim Jyoti Das Preslav Nakov LRM HILM 30 21 0 04 Feb 2024
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan Luu Anh Tuan DeLMO 192 110 0 23 May 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Z. Chen Michael Backes Yang Zhang DeLMO 61 100 0 26 Mar 2023
False Information on Web and Social Media: A Survey Srijan Kumar Neil Shah 134 346 0 23 Apr 2018
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 261 36,371 0 25 Aug 2016