2 papers
cs.CL2025
Target-oriented Multimodal Sentiment Classification with Counterfactual-enhanced Debiasing
Zhiyue Liu, Fanrong Ma, Xin Ling
Target-oriented multimodal sentiment classification seeks to predict sentiment polarity for specific targets from image-text pairs. While existing works achieve competitive perform…
cs.CV2023
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…