3 papers
cs.AI2026
TANDEM: Temporal-Aware Neural Detection for Multimodal Hate Speech
Girish A. Koushik, Helen Treharne, Diptesh Kanojia
Social media platforms are increasingly dominated by long-form multimodal content, where harmful narratives are constructed through a complex interplay of audio, visual, and textua…
cs.CV2025
TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection
Girish A. Koushik, Helen Treharne, Aditya Joshi +1
Social media memes are a challenging domain for hate detection because they intertwine visual and textual cues into culturally nuanced messages. To tackle these challenges, we intr…
cs.CV2025
Towards a Robust Framework for Multimodal Hate Detection: A Study on Video vs. Image-based Content
Girish A. Koushik, Diptesh Kanojia, Helen Treharne
Social media platforms enable the propagation of hateful content across different modalities such as textual, auditory, and visual, necessitating effective detection methods. While…