Improving Cross-modal Alignment with Synthetic Pairs for Text-only Image Captioning

Zhiyue Liu, Jinyuan Liu, Fanrong Ma

Although image captioning models have made significant advancements in recent years, the majority of them heavily depend on high-quality datasets containing paired images and texts…