Leveraging Intra and Inter Modality Relationship for Multimodal Fake News Detection

Author:

Singhal Shivangi1,Pandey Tanisha1,Mrig Saksham1,Shah Rajiv Ratn1,Kumaraguru Ponnurangam2

Affiliation:

1. IIIT Delhi, India

2. IIIT Hyderabad, India

Publisher

ACM

Reference43 articles.

1. Multimodal Categorization of Crisis Events in Social Media

2. P. Anderson , X. He , C. Buehler , D. Teney , M. Johnson , S. Gould , and L. Zhang . 2018 . Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 6077–6086 . P. Anderson, X. He, C. Buehler, D. Teney, M. Johnson, S. Gould, and L. Zhang. 2018. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 6077–6086.

3. Pradeep K Atrey M Anwar Hossain Abdulmotaleb El Saddik and Mohan S Kankanhalli. 2010. Multimodal fusion for multimedia analysis: a survey. Multimedia systems 345–379. Pradeep K Atrey M Anwar Hossain Abdulmotaleb El Saddik and Mohan S Kankanhalli. 2010. Multimodal fusion for multimedia analysis: a survey. Multimedia systems 345–379.

4. Christina Boididou , Katerina Andreadou , Symeon Papadopoulos , Duc-Tien Dang-Nguyen , Giulia Boato , Michael Riegler , Yiannis Kompatsiaris , 2015. Verifying Multimedia Use at MediaEval 2015 .MediaEval 3, 3 (2015), 7. Christina Boididou, Katerina Andreadou, Symeon Papadopoulos, Duc-Tien Dang-Nguyen, Giulia Boato, Michael Riegler, Yiannis Kompatsiaris, 2015. Verifying Multimedia Use at MediaEval 2015.MediaEval 3, 3 (2015), 7.

5. Juan Cao , Peng Qi , Qiang Sheng , Tianyun Yang , Junbo Guo , and Jintao Li. 2020. Exploring the role of visual content in fake news detection. Disinformation, Misinformation, and Fake News in Social Media ( 2020 ), 141–161. Juan Cao, Peng Qi, Qiang Sheng, Tianyun Yang, Junbo Guo, and Jintao Li. 2020. Exploring the role of visual content in fake news detection. Disinformation, Misinformation, and Fake News in Social Media (2020), 141–161.

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