85 citations · 102 across the 9 of their papers we have counts for
10 papers
Modularized Networks for Few-shot Hateful Meme Detection
Rui Cao, Roy Ka-Wei Lee, Jing Jiang
In this paper, we address the challenge of detecting hateful memes in the low-resource setting where only a few labeled examples are available. Our approach leverages the compositi…
Knowledge Generation for Zero-shot Knowledge-based VQA
Rui Cao, Jing Jiang
Previous solutions to knowledge-based visual question answering~(K-VQA) retrieve knowledge from external knowledge bases and use supervised learning to train the K-VQA model. Recen…
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme Detection
Rui Cao, Ming Shan Hee, Adriel Kuek +3
Hateful meme detection is a challenging multimodal task that requires comprehension of both vision and language, as well as cross-modal interactions. Recent studies have tried to f…
Modularized Zero-shot VQA with Pre-trained Models
Rui Cao, Jing Jiang
Large-scale pre-trained models (PTMs) show great zero-shot capabilities. In this paper, we study how to leverage them for zero-shot visual question answering (VQA). Our approach is…
Prompting for Multimodal Hateful Meme Classification
Rui Cao, Roy Ka-Wei Lee, Wen-Haw Chong +1
Hateful meme classification is a challenging multimodal task that requires complex reasoning and contextual background knowledge. Ideally, we could leverage an explicit external kn…
Disentangling Hate in Online Memes
Rui Cao, Ziqing Fan, Roy Ka-Wei Lee +2
Hateful and offensive content detection has been extensively explored in a single modality such as text. However, such toxic information could also be communicated via multimodal c…
AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection
Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee +1
Automated hate speech detection in social media is a challenging task that has recently gained significant traction in the data mining and Natural Language Processing community. Ho…
DeepHate: Hate Speech Detection via Multi-Faceted Text Representations
Rui Cao, Roy Ka-Wei Lee, Tuan-Anh Hoang
Online hate speech is an important issue that breaks the cohesiveness of online social communities and even raises public safety concerns in our societies. Motivated by this rising…
On Analyzing Antisocial Behaviors Amid COVID-19 Pandemic
Md Rabiul Awal, Rui Cao, Sandra Mitrovic +1
The COVID-19 pandemic has developed to be more than a bio-crisis as global news has reported a sharp rise in xenophobia and discrimination in both online and offline communities. S…
On Analyzing Annotation Consistency in Online Abusive Behavior Datasets
Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee +1
Online abusive behavior is an important issue that breaks the cohesiveness of online social communities and even raises public safety concerns in our societies. Motivated by this r…