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Misinformation is a prevalent societal issue due to its potential high risks.
Recall-oriented understudy for gisting evaluation (rouge)
C Lin · 2005
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Multimedia semantic integrity assessment using joint embedding of images and text
Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almageed, and Premkumar Natarajan · 2017
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Fixing weight decay regularization in adam
Ilya Loshchilov and Frank Hutter · 2017
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Detect rumors in microblog posts using propagation structure via kernel learning
Jing Ma, Wei Gao, and Kam-Fai Wong · 2017
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Deep multimodal image-repurposing detection
Ekraam Sabir, Wael AbdAlmageed, Yue Wu, and Prem Natarajan · 2018
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EANN: event adversarial neural networks for multi-modal fake news detection
Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, and Jing Gao · 2018
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AIRD: adversarial learning framework for image repurposing detection
Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, and Premkumar Natarajan · 2019
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VisualBERT: A simple and performant baseline for vision and language
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, and Kai-Wei Chang · 2019
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Exploiting multi-domain visual information for fake news detection
Peng Qi, Juan Cao, Tianyun Yang, Junbo Guo, and Jintao Li · 2019
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dEFEND: Explainable fake news detection
Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, and Huan Liu · 2019
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Categorizing and inferring the relationship between the text and image of Twitter posts
Alakananda Vempala and Daniel Preotiuc-Pietro · 2019
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Fact-checking meets fauxtography: Verifying claims about images
Dimitrina Zlatkova, Preslav Nakov, and Ivan Koychev · 2019
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Language models are few-shot learners
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei · 2020
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Out-of-context photos are a powerful low-tech form of misinformation
Lisa Fazio · 2020
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Multimodal analytics for real-world news using measures of cross-modal entity consistency
Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, and Ralph Ewerth · 2020
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Capturing the style of fake news
Piotr Przybyla · 2020
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Deepfakes and beyond: A survey of face manipulation and fake detection
Ruben Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales, and Javier Ortega-Garcia · 2020
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SAFE: similarity-aware multi-modal fake news detection
Xinyi Zhou, Jindi Wu, and Reza Zafarani · 2020
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Socially responsible AI algorithms: Issues, purposes, and challenges
Lu Cheng, Kush R. Varshney, and Huan Liu · 2021
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An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, and Neil Houlsby · 2021
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The future of false information detection on social media: New perspectives and trends
https://wired.me/technology/x-misinformation/ , 2023
Reading about the Israel-Hamas war on X? Beware fake news · 2023
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COSMOS: catching out-of-context image misuse using self-supervised learning
Shivangi Aneja, Chris Bregler, and Matthias Nießner · 2023
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Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality, 2023
Wei-Lin Chiang, Zhuohan Li, Zi Lin, Ying Sheng, Zhanghao Wu, Hao Zhang, Lianmin Zheng, Siyuan Zhuang, Yonghao Zhuang, Joseph E. Gonzalez, Ion Stoica, and Eric P. Xing · 2023
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InstructBLIP: Towards general-purpose vision-language models with instruction tuning
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, and Steven C. H. Hoi · 2023
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Flashattention-2: Faster attention with better parallelism and work partitioning
Tri Dao · 2023
alphaXiv searches the wider corpus for related work and actual follow-ups.
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Bin Guo, Yasan Ding, Lina Yao, Yunji Liang, and Zhiwen Yu · 2021
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Visual news: Benchmark and challenges in news image captioning
Fuxiao Liu, Yinghan Wang, Tianlu Wang, and Vicente Ordonez · 2021
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NewsCLIPpings: Automatic generation of out-of-context multimodal media
Grace Luo, Trevor Darrell, and Anna Rohrbach · 2021
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Multimodal news analytics using measures of cross-modal entity and context consistency
Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Sherzod Hakimov, and Ralph Ewerth · 2021
Cited alongside, same era.
Improving fake news detection by using an entity-enhanced framework to fuse diverse multimodal clues
Peng Qi, Juan Cao, Xirong Li, Huan Liu, Qiang Sheng, Xiaoyue Mi, Qin He, Yongbiao Lv, Chenyang Guo, and Yingchao Yu · 2021
Cited alongside, same era.
Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever · 2021
Cited alongside, same era.
Multi-attentional Deepfake detection
Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Tianyi Wei, Weiming Zhang, and Nenghai Yu · 2021
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LLaMA-Adapter V2: parameter-efficient visual instruction model
Peng Gao, Jiaming Han, Renrui Zhang, Ziyi Lin, Shijie Geng, Aojun Zhou, Wei Zhang, Pan Lu, Conghui He, Xiangyu Yue, Hongsheng Li, and Yu Qiao · 2023
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Quzhe Huang, Mingxu Tao, Zhenwei An, Chen Zhang, Cong Jiang, Zhibin Chen, Zirui Wu, and Yansong Feng · 2023
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LAVIS: A one-stop library for language-vision intelligence
Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, and Steven C. H. Hoi · 2023
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BLIP-2: bootstrapping language-image pre-training with frozen image encoders and large language models
Junnan Li, Dongxu Li, Silvio Savarese, and Steven C. H. Hoi · 2023
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Synthetic misinformers: Generating and combating multimodal misinformation
Stefanos-Iordanis Papadopoulos, Christos Koutlis, Symeon Papadopoulos, and Panagiotis Petrantonakis · 2023
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Detecting and grounding multi-modal media manipulation
Rui Shao, Tianxing Wu, and Ziwei Liu · 2023
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Self-Instruct: Aligning language models with self-generated instructions
Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith, Daniel Khashabi, and Hannaneh Hajishirzi · 2023
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Taoli LLaMA
Jingsi Yu, Junhui Zhu, Yujie Wang, Yang Liu, Hongxiang Chang, Jinran Nie, Cunliang Kong, Ruining Cong, XinLiu, Jiyuan An, Luming Lu, Mingwei Fang, and Lin Zhu · 2023
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Detecting out-of-context multimodal misinformation with interpretable neural-symbolic model
Yizhou Zhang, Loc Trinh, Defu Cao, Zijun Cui, and Yan Liu · 2023
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MiniGPT-4: Enhancing vision-language understanding with advanced large language models
Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, and Mohamed Elhoseiny · 2023
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