Fetching the paper…
Reading the bibliography…
Online misinformation is often multimodal in nature, i.e., it is caused by misleading associations between texts and accompanying images.
Multimedia semantic integrity assessment using joint embedding of images and text
Ayush Jaiswal, Ekraam Sabir, Wael AbdAlmageed, and Premkumar Natarajan · 2017
Earlier work this paper cites.
“liar, liar pants on fire”: A new benchmark dataset for fake news detection
William Yang Wang · 2017
Earlier work this paper cites.
The disinformation order: Disruptive communication and the decline of democratic institutions
W Lance Bennett and Steven Livingston · 2018
Earlier work this paper cites.
Verifying information with multimedia content on twitter: a comparative study of automated approaches
Christina Boididou, Stuart E Middleton, Zhiwei Jin, Symeon Papadopoulos, Duc-Tien Dang-Nguyen, Giulia Boato, and Yiannis Kompatsiaris · 2018
Earlier work this paper cites.
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
Earlier work this paper cites.
Fever: a large-scale dataset for fact extraction and verification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal · 2018
Earlier work this paper cites.
Deep multimodal image-repurposing detection
Ekraam Sabir, Wael AbdAlmageed, Yue Wu, and Prem Natarajan · 2018
Earlier work this paper cites.
Mvae: Multimodal variational autoencoder for fake news detection
Dhruv Khattar, Jaipal Singh Goud, Manish Gupta, and Vasudeva Varma · 2019
Earlier work this paper cites.
Spotfake: A multi-modal framework for fake news detection
Shivangi Singhal, Rajiv Ratn Shah, Tanmoy Chakraborty, Ponnurangam Kumaraguru, and Shin’ichi Satoh · 2019
Earlier work this paper cites.
Multifc: A real-world multi-domain dataset for evidence-based fact checking of claims
Isabelle Augenstein, Christina Lioma, Dongsheng Wang, Lucas Chaves Lima, Casper Hansen, Christian Hansen, and Jakob Grue Simonsen · 2019
Earlier work this paper cites.
Susceptibility to misinformation about covid-19 around the world
Jon Roozenbeek, Claudia R Schneider, Sarah Dryhurst, John Kerr, Alexandra LJ Freeman, Gabriel Recchia, Anne Marthe Van Der Bles, and Sander Van Der Linden · 2020
Earlier work this paper cites.
Conceptualising misinformation in the context of asylum seekers
Hilda Ruokolainen and Gunilla Widén · 2020
Earlier work this paper cites.
Fakeddit: A new multimodal benchmark dataset for fine-grained fake news detection
Kai Nakamura, Sharon Levy, and William Yang Wang · 2020
Earlier work this paper cites.
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
Earlier work this paper cites.
Multimodal disinformation about otherness on the internet. the spread of racist, xenophobic and islamophobic fake news in 2020
José Gamir-Ríos, Raquel Tarullo, Miguel Ibáñez-Cuquerella, et al · 2021
Earlier work this paper cites.
Newsclippings: Automatic generation of out-of-context multimodal media
Grace Luo, Trevor Darrell, and Anna Rohrbach · 2021
Earlier work this paper cites.
Feverous: Fact extraction and verification over unstructured and structured information
Rami Aly, Zhijiang Guo, Michael Schlichtkrull, James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Oana Cocarascu, and Arpit Mittal · 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
Cited alongside, same era.
Align before fuse: Vision and language representation learning with momentum distillation
Junnan Li, Ramprasaath Selvaraju, Akhilesh Gotmare, Shafiq Joty, Caiming Xiong, and Steven Chu Hong Hoi · 2021
Cited alongside, same era.
A comprehensive review on fake news detection with deep learning
Muhammad F Mridha, Ashfia Jannat Keya, Md Abdul Hamid, Muhammad Mostafa Monowar, and Md Saifur Rahman · 2021
Cited alongside, same era.
Wilds: A benchmark of in-the-wild distribution shifts
Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Irena Gao, et al · 2021
Hate-clipper: Multimodal hateful meme classification based on cross-modal interaction of clip features
Gokul Karthik Kumar and Karthik Nandakumar · 2022
Later among the works it cites.
News from generative artificial intelligence is believed less
Chiara Longoni, Andrey Fradkin, Luca Cian, and Gordon Pennycook · 2022
Later among the works it cites.
Does fake news affect voting behaviour?
Michele Cantarella, Nicolò Fraccaroli, and Roberto Volpe · 2023
Closest in time.
Synthetic lies: Understanding ai-generated misinformation and evaluating algorithmic and human solutions
Jiawei Zhou, Yixuan Zhang, Qianni Luo, Andrea G Parker, and Munmun De Choudhury · 2023
Closest in time.
Combating misinformation in the era of generative ai models
Danni Xu, Shaojing Fan, and Mohan Kankanhalli · 2023
Closest in time.
Cosmos: Catching out-of-context image misuse using self-supervised learning
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Fake news on social media: the impact on society
Femi Olan, Uchitha Jayawickrama, Emmanuel Ogiemwonyi Arakpogun, Jana Suklan, and Shaofeng Liu · 2022
Cited alongside, same era.
Infodemics and health misinformation: a systematic review of reviews
Israel Junior Borges Do Nascimento, Ana Beatriz Pizarro, Jussara M Almeida, Natasha Azzopardi-Muscat, Marcos André Gonçalves, Maria Björklund, and David Novillo-Ortiz · 2022
Cited alongside, same era.
Combating multimodal fake news on social media: methods, datasets, and future perspective
Sakshini Hangloo and Bhavna Arora · 2022
Cited alongside, same era.
Twitter-comms: Detecting climate, covid, and military multimodal misinformation
Giscard Biamby, Grace Luo, Trevor Darrell, and Anna Rohrbach · 2022
Cited alongside, same era.
Bcmf: A bidirectional cross-modal fusion model for fake news detection
Chuanming Yu, Yinxue Ma, Lu An, and Gang Li · 2022
Cited alongside, same era.
Leveraging intra and inter modality relationship for multimodal fake news detection
Shivangi Singhal, Tanisha Pandey, Saksham Mrig, Rajiv Ratn Shah, and Ponnurangam Kumaraguru · 2022
Cited alongside, same era.
A survey on automated fact-checking
Zhijiang Guo, Michael Schlichtkrull, and Andreas Vlachos · 2022
Cited alongside, same era.
Shivangi Aneja, Chris Bregler, and Matthias Nießner · 2023
Closest in time.
Synthetic misinformers: Generating and combating multimodal misinformation
Stefanos-Iordanis Papadopoulos, Christos Koutlis, Symeon Papadopoulos, and Panagiotis Petrantonakis · 2023
Closest in time.
End-to-end multimodal fact-checking and explanation generation: A challenging dataset and models
Barry Menglong Yao, Aditya Shah, Lichao Sun, Jin-Hee Cho, and Lifu Huang · 2023
Closest in time.
Factify 2: A multimodal fake news and satire news dataset
S Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit Sheth, Manoj Chinnakotla, et al · 2023
Closest in time.
Ecenet: Explainable and context-enhanced network for muti-modal fact verification
Fanrui Zhang, Jiawei Liu, Qiang Zhang, Esther Sun, Jingyi Xie, and Zheng-Jun Zha · 2023
Closest in time.
Support or refute: Analyzing the stance of evidence to detect out-of-context mis-and disinformation
Xin Yuan, Jie Guo, Weidong Qiu, Zheng Huang, and Shujun Li · 2023
Closest in time.
Junnan Li, Dongxu Li, Silvio Savarese, and Steven Hoi · 2023
Closest in time.
Verite: A robust benchmark for multimodal misinformation detection accounting for unimodal bias
Stefanos-Iordanis Papadopoulos, Christos Koutlis, Symeon Papadopoulos, and Panagiotis C Petrantonakis · 2023
Closest in time.
Self-supervised distilled learning for multi-modal misinformation identification
Michael Mu, Sreyasee Das Bhattacharjee, and Junsong Yuan · 2023
Closest in time.
Findings of factify 2: multimodal fake news detection
S Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit Sheth, Manoj Chinnakotla, et al · 2023
Closest in time.
Memefier: Dual-stage modality fusion for image meme classification
Christos Koutlis, Manos Schinas, and Symeon Papadopoulos · 2023
Closest in time.