On explaining multimodal hateful meme detection models

• Main Authors: HEE, Ming Shan, LEE, Roy Ka-Wei, CHONG, Wen Haw
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Explainable machine learning; Hate speech; Hateful memes; Multimodal; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8262; https://ink.library.smu.edu.sg/context/sis_research/article/9265/viewcontent/on_explaining.pdf
• Institution: Singapore Management University

Hateful meme detection is a new multimodal task that has gained significant traction in academic and industry research communities. Recently, researchers have applied pre-trained visual-linguistic models to perform the multimodal classification task, and some of these solutions have yielded promisin...