Multimodal Framework for Detecting Implicit Hate Speech on Social Media
Designed a hybrid framework combining text encoders (BERT, LLaMA) with vision backbones (Swin Transformer, ViT) to detect subtle hate speech.
| Sept 2024 – Apr 2025 | Koç University (Repository Private) |
- Designed a hybrid framework combining text encoders (BERT, LLaMA) with vision backbones (Swin Transformer, ViT) to detect subtle hate speech.
- Improved robustness via focal loss, progressive unfreezing, and adversarial training.
- Demonstrated superior performance on multimodal hate speech datasets, addressing explainability and ethical implications.