Shalini Chawla

Context-Enhanced Multimodal Learning Framework for Effective Hateful Meme Detection

Hateful memes carry harm through the complex combination of image and text, requiring a detector to analyze both modalities jointly. This study investigates whether a short, text-aware semantic description of each meme, generated once by a small vision-language model, adds complementary information beyond direct image-...