2025
Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization
EMNLP 2025
In text-video retrieval, auxiliary captions are often used to enhance video understanding, bridging the gap between the modalities. While recent advances in multi-modal large language models (MLLMs) have enabled strong zero-shot caption generation, we observe that such captions tend to be generic an