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Recent years have witnessed the sustained evolution of misinformation that aims at manipulating public opinions.
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 · 1908
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Interpretable and trustworthy deepfake detection via dynamic prototypes
Loc Trinh, Michael Tsang, Sirisha Rambhatla, and Yan Liu. 2021 · 1983
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Coronavirus on social media: Analyzing misinformation in twitter conversations
Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, and Yan Liu. 2020 · 2003
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Abstract meaning representation for sembanking
Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, and Nathan Schneider. 2013 · 2013
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Image retrieval using scene graphs
Justin Johnson, Ranjay Krishna, Michael Stark, Li-Jia Li, David Shamma, Michael Bernstein, and Li Fei-Fei. 2015 · 2015
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Multimedia semantic integrity assessment using joint embedding of images and text
Ayush Jaiswal, Ekraam Sabir, Wael AbdAlmageed, and Premkumar Natarajan. 2017 · 2017
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Fake news detection on social media: A data mining perspective
Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, and Huan Liu. 2017 · 2017
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False information on web and social media: A survey
Srijan Kumar and Neil Shah. 2018 · 2018
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Neural user response generator: Fake news detection with collective user intelligence
Feng Qian, Chengyue Gong, Karishma Sharma, and Yan Liu. 2018 · 2018
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Neural-symbolic vqa: Disentangling reasoning from vision and language understanding
Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, and Josh Tenenbaum. 2018 · 2018
Cited alongside, same era.
Mvae: Multimodal variational autoencoder for fake news detection
Dhruv Khattar, Jaipal Singh Goud, Manish Gupta, and Vasudeva Varma. 2019 · 2019
Cited alongside, same era.
Combating fake news: A survey on identification and mitigation techniques
Karishma Sharma, Feng Qian, He Jiang, Natali Ruchansky, Ming Zhang, and Yan Liu. 2019 · 2019
Cited alongside, same era.
Spotfake: A multi-modal framework for fake news detection
Shivangi Singhal, Rajiv Ratn Shah, Tanmoy Chakraborty, Ponnurangam Kumaraguru, and Shin’ichi Satoh. 2019 · 2019
Cited alongside, same era.
Characterizing online engagement with disinformation and conspiracies in the 2020 us presidential election
Karishma Sharma, Emilio Ferrara, and Yan Liu. 2022a · 2020
Cited alongside, same era.
Identifying coordinated accounts on social media through hidden influence and group behaviours
Karishma Sharma, Yizhou Zhang, Emilio Ferrara, and Yan Liu. 2021 · 2021
Later among the works it cites.
Vigdet: Knowledge informed neural temporal point process for coordination detection on social media
Yizhou Zhang, Karishma Sharma, and Yan Liu. 2021 · 2021
Later among the works it cites.
Text-image de-contextualization detection using vision-language models
Mingzhen Huang, Shan Jia, Ming-Ching Chang, and Siwei Lyu. 2022 · 2022
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Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Junnan Li, Dongxu Li, Caiming Xiong, and Steven Hoi. 2022 · 2022
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Construction of large-scale misinformation labeled datasets from social media discourse using label refinement
Karishma Sharma, Emilio Ferrara, and Yan Liu. 2022b · 2022
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Safe: Similarity-aware multi-modal fake news detection
Xinyi Zhou, Jindi Wu, and Reza Zafarani. 2020 · 2020
Cited alongside, same era.
Visual news: Benchmark and challenges in news image captioning
Fuxiao Liu, Yinghan Wang, Tianlu Wang, and Vicente Ordonez. 2021 · 2021
Cited alongside, same era.
Newsclippings: Automatic generation of out-of-context multimodal media
Grace Luo, Trevor Darrell, and Anna Rohrbach. 2021 · 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, et al. 2021 · 2021
Cited alongside, same era.
Covid-19 vaccine misinformation campaigns and social media narratives
Karishma Sharma, Yizhou Zhang, and Yan Liu. 2022c
Cited in the paper.
Counterfactual neural temporal point process for estimating causal influence of misinformation on social media
Yizhou Zhang, Defu Cao, and Yan Liu. 2022 · 2022
Later among the works it cites.
Generalization differences between end-to-end and neuro-symbolic vision-language reasoning systems
Wang Zhu, Jesse Thomason, and Robin Jia. 2022 · 2022
Later among the works it cites.
Self-supervised distilled learning for multi-modal misinformation identification
Michael Mu, Sreyasee Das Bhattacharjee, and Junsong Yuan. 2023 · 2023
Closest in time.
Synthetic misinformers: Generating and combating multimodal misinformation
Stefanos-Iordanis Papadopoulos, Christos Koutlis, Symeon Papadopoulos, and Panagiotis Petrantonakis. 2023 · 2023
Closest in time.