Prompting for Multimodal Hateful Meme Classification

8 February 2023

Papers citing "Prompting for Multimodal Hateful Meme Classification"

45 / 45 papers shown

Title
Detecting and Mitigating Hateful Content in Multimodal Memes with Vision-Language Models Minh-Hao Van Xintao Wu VLM 79 0 0 30 Apr 2025
Improving Multimodal Hateful Meme Detection Exploiting LMM-Generated Knowledge Maria Tzelepi Vasileios Mezaris 29 0 0 14 Apr 2025
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes Mohamed Bayan Kmainasi A. Hasnat Md. Arid Hasan Ali Ezzat Shahroor Firoj Alam VLM 45 0 0 23 Feb 2025
Improved Fine-Tuning of Large Multimodal Models for Hateful Meme Detection Jingbiao Mei Jinghong Chen Guangyu Yang Weizhe Lin Bill Byrne VLM 90 0 0 18 Feb 2025
Cross-Modal Transfer from Memes to Videos: Addressing Data Scarcity in Hateful Video Detection Han Wang Rui Yang Tan Roy Ka-Wei Lee 34 0 0 28 Jan 2025
SAFE-MEME: Structured Reasoning Framework for Robust Hate Speech Detection in Memes Palash Nandi Shivam Sharma Tanmoy Chakraborty 26 1 0 31 Dec 2024
Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes Rahul Garg Trilok Padhi Hemang Jain Ugur Kursuncu Ponnurangam Kumaraguru 70 2 0 19 Nov 2024
Prompt-enhanced Network for Hateful Meme Classification Junxi Liu Yanyan Feng Jiehai Chen Yun Xue Fenghuan Li VLM 53 0 0 12 Nov 2024
Towards Low-Resource Harmful Meme Detection with LMM Agents Jianzhao Huang Hongzhan Lin Ziyan Liu Ziyang Luo Guang Chen Jing Ma 33 2 0 08 Nov 2024
M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought G. Kumari Kirtan Jain Asif Ekbal 18 1 0 11 Oct 2024
Towards Comprehensive Detection of Chinese Harmful Memes Junyu Lu Bo Xu Xiaokun Zhang Hongbo Wang Haohao Zhu Dongyu Zhang Liang Yang Hongfei Lin 24 0 0 03 Oct 2024
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification Siddhant Bikram Shah Shuvam Shiwakoti Maheep Chaudhary Haohan Wang VLM 17 8 0 23 Sep 2024
HateSieve: A Contrastive Learning Framework for Detecting and Segmenting Hateful Content in Multimodal Memes Xuanyu Su Yansong Li Diana Inkpen Nathalie Japkowicz VLM 81 2 0 11 Aug 2024
MultiHateClip: A Multilingual Benchmark Dataset for Hateful Video Detection on YouTube and Bilibili Han Wang Tan Rui Yang Usman Naseem Roy Ka-Wei Lee 14 0 0 28 Jul 2024
Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme Toxicities Delfina Sol Martinez Pandiani Erik Tjong Kim Sang Davide Ceolin 29 0 0 11 Jun 2024
ArMeme: Propagandistic Content in Arabic Memes Firoj Alam A. Hasnat Fatema Ahmed Md. Arid Hasan Maram Hasanain 37 7 0 06 Jun 2024
MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing Siddhant Agarwal Shivam Sharma Preslav Nakov Tanmoy Chakraborty 14 4 0 18 May 2024
Deciphering Hate: Identifying Hateful Memes and Their Targets E. Hossain Omar Sharif M. M. Hoque S. Preum 25 4 0 16 Mar 2024
MemeCraft: Contextual and Stance-Driven Multimodal Meme Generation Han Wang Roy Ka-Wei Lee 19 7 0 24 Feb 2024
Modularized Networks for Few-shot Hateful Meme Detection Rui Cao Roy Ka-Wei Lee Jing Jiang 16 4 0 19 Feb 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection E. Hossain Omar Sharif M. M. Hoque S. Preum 14 3 0 15 Feb 2024
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models Hongzhan Lin Ziyang Luo Wei Gao Jing Ma Bo Wang Ruichao Yang 19 11 0 24 Jan 2024
Explainable Multimodal Sentiment Analysis on Bengali Memes Kazi Toufique Elahi Tasnuva Binte Rahman Shakil Shahriar Samir Sarker Sajib Kumar Saha Joy Faisal Muhammad Shah 15 1 0 20 Dec 2023
Debiasing Multimodal Sarcasm Detection with Contrastive Learning Mengzhao Jia Can Xie Liqiang Jing 9 19 0 16 Dec 2023
MATK: The Meme Analytical Tool Kit Ming Shan Hee Aditi Kumaresan N. Hoang Nirmalendu Prakash Rui Cao Roy Ka-Wei Lee VLM 17 2 0 11 Dec 2023
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models Nirmalendu Prakash Han Wang N. Hoang Ming Shan Hee Roy Ka-Wei Lee 6 11 0 11 Dec 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models Hongzhan Lin Ziyang Luo Jing Ma Long Chen 14 9 0 09 Dec 2023
Contextualizing Internet Memes Across Social Media Platforms Saurav Joshi Filip Ilievski Luca Luceri 20 4 0 18 Nov 2023
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning Jingbiao Mei Jinghong Chen Weizhe Lin Bill Byrne Marcus Tomalin VLM 22 4 0 14 Nov 2023
Mapping Memes to Words for Multimodal Hateful Meme Classification Giovanni Burbi Alberto Baldrati Lorenzo Agnolucci Marco Bertini A. Bimbo 17 5 0 12 Oct 2023
Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks Danae Sánchez Villegas Daniel Preoctiuc-Pietro Nikolaos Aletras 31 2 0 14 Sep 2023
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme Detection Rui Cao Ming Shan Hee Adriel Kuek Wen-Haw Chong Roy Ka-Wei Lee Jing Jiang VLM MLLM 8 34 0 16 Aug 2023
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media Liam Hebert Gaurav Sahu Yuxuan Guo Nanda Kishore Sreenivas Lukasz Golab Robin Cohen 16 9 0 18 Jul 2023
TotalDefMeme: A Multi-Attribute Meme dataset on Total Defence in Singapore Nirmalendu Prakash Ming Shan Hee Roy Ka-Wei Lee 6 13 0 29 May 2023
Decoding the Underlying Meaning of Multimodal Hateful Memes Ming Shan Hee Wen-Haw Chong Roy Ka-Wei Lee 17 33 0 28 May 2023
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media Wei Qin Zetong Chen Lei Wang Yunshi Lan Wei Ren Richang Hong AI4MH 12 18 0 09 May 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction Jiabang He Lei Wang Yingpeng Hu Ning Liu Hui-juan Liu Xingdong Xu Hengtao Shen MLLM 6 47 0 09 Mar 2023
Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities S. Abdali Sina shaham Bhaskar Krishnamachari 6 18 0 25 Mar 2022
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 194 218 0 24 Sep 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 169 401 0 10 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 251 1,584 0 21 Jan 2020
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 57 238 0 06 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 396 2,576 0 03 Sep 2019