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NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media

13 April 2021

Papers citing "NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media"

24 / 24 papers shown

Title
CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection Fanxiao Li Jiaying Wu Canyuan He Wei Zhou LRM 22 0 0 29 May 2025
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang Ran He 233 0 0 26 May 2025
AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web Rui Cao Zifeng Ding Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 129 0 0 23 May 2025
The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts Yuchen Zhang Yaxiong Wang Yujiao Wu Lianwei Wu Li Zhu AAML 107 0 0 23 May 2025
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs Sharad Duwal Mir Nafis Sharear Shopnil Abhishek Tyagi Adiba Mahbub Proma 194 0 0 23 May 2025
Fact-R1: Towards Explainable Video Misinformation Detection with Deep Reasoning Fanrui Zhang Dian Li Qiang Zhang Chenjun sinbadliu Junxiong Lin Jiahong Yan Jiawei Liu Zheng-Jun Zha OffRL 47 0 0 22 May 2025
Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models Jiaying Wu Fanxiao Li Min-Yen Kan Bryan Hooi 86 0 0 21 May 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection Zehong Yan Peng Qi Wynne Hsu Mong Li Lee 89 0 0 24 Jan 2025
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 206 6 0 13 Dec 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 167 4 0 17 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
Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu Mengqi Zhang Ignacio Castro Shu Wu Gareth Tyson 98 2 0 11 Jun 2024
Interpretable Multimodal Out-of-context Detection with Soft Logic Regularization Huanhuan Ma Jinghao Zhang Qiang Liu Shu Wu Liang Wang 76 2 0 07 Jun 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 217 64 0 22 Jan 2024
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 58 9 0 18 Sep 2023
Multimodal Automated Fact-Checking: A Survey Mubashara Akhtar Michael Schlichtkrull Zhijiang Guo O. Cocarascu Elena Simperl Andreas Vlachos 146 40 0 22 May 2023
Grand Challenge On Detecting Cheapfakes Duc-Tien Dang-Nguyen Sohail Ahmed Khan Cise Midoglu Michael Riegler Paal Halvorsen Minh-Son Dao 82 5 0 03 Apr 2023
Synthetic Misinformers: Generating and Combating Multimodal Misinformation Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 93 27 0 02 Mar 2023
COVID-VTS: Fact Extraction and Verification on Short Video Platforms Fuxiao Liu Yaser Yacoob Abhinav Shrivastava 85 28 0 15 Feb 2023
Misinformation Detection in Social Media Video Posts Kehan Wang David M. Chan Seth Z. Zhao John F. Canny A. Zakhor 61 8 0 15 Feb 2022
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 109 81 0 30 Nov 2021
Multi-Modal Semantic Inconsistency Detection in Social Media News Posts S. McCrae Kehan Wang A. Zakhor 60 15 0 26 May 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 238 1,595 0 18 Apr 2021
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 135 123 0 31 May 2020