Decoding the underlying meaning of multimodal hateful memes

• Main Authors: HEE, Ming Shan, CHONG, Wen Haw, LEE, Roy Ka-Wei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Knowledge Representation and Reasoning; Natural Language Processing; Computer Vision; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8096; https://ink.library.smu.edu.sg/context/sis_research/article/9099/viewcontent/HatefulMemes_pvoa.pdf
• Institution: Singapore Management University

Recent studies have proposed models that yielded promising performance for the hateful meme classification task. Nevertheless, these proposed models do not generate interpretable explanations that uncover the underlying meaning and support the classification output. A major reason for the lack of ex...