Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models

Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models

21 May 2025

Papers citing "Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models"

19 / 19 papers shown

Title
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis Ryan Liu Sean M. Richardson Austin C. Kozlowski Bernard Koch James A. Evans Erik Brynjolfsson Michael S. Bernstein ALM 66 10 0 03 Apr 2025
Qwen2.5-VL Technical Report S. Bai Keqin Chen Xuejing Liu Jialin Wang Wenbin Ge ... Zesen Cheng Hang Zhang Zhibo Yang Haiyang Xu Junyang Lin VLM 134 430 0 20 Feb 2025
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 138 6 0 13 Dec 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 75 19 0 13 Jun 2024
SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection Peng Qi Zehong Yan Wynne Hsu Mong Li Lee MLLM 81 42 0 05 Mar 2024
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation Keyang Xuan Li Yi Fan Yang Ruochen Wu Yi R. Fung Chenhui Xu 60 15 0 19 Feb 2024
How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs Yi Zeng Hongpeng Lin Jingwen Zhang Diyi Yang Ruoxi Jia Weiyan Shi 41 284 0 12 Jan 2024
Understanding News Creation Intents: Frame, Dataset, and Method Zhengjia Wang Danding Wang Qiang Sheng Juan Cao Silong Su Yifan Sun Beizhe Hu Siyuan Ma 59 5 0 27 Dec 2023
Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation Xin Yuan Jie Guo Weidong Qiu Zheng Huang Shujun Li 45 16 0 03 Nov 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 48 57 0 16 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 45 172 0 25 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 54 65 0 05 Apr 2023
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 64 83 0 25 May 2022
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 26 42 0 18 Apr 2021
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media Grace Luo Trevor Darrell Anna Rohrbach 10 92 0 13 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 505 28,659 0 26 Feb 2021
Visual News: Benchmark and Challenges in News Image Captioning Fuxiao Liu Yinghan Wang Tianlu Wang Vicente Ordonez VLM 28 114 0 08 Oct 2020
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 46 122 0 29 Oct 2019
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer A. Sudhakar Bhargav Upadhyay Arjun Maheswaran 30 167 0 25 Aug 2019