Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability

D Shu, H Zhao, J Hu, W Liu, L Cheng, M Du - arxiv preprint arxiv …, 2025 - arxiv.org
Large Vision-Language Models (LVLMs) have demonstrated remarkable capabilities in
processing both visual and textual information. However, the critical challenge of alignment …

Exploring annotation-free image captioning with retrieval-augmented pseudo sentence generation

Z Li, D Liu, H Wang, C Zhang, W Cai - Proceedings of the 6th ACM …, 2024 - dl.acm.org
Recently, training an image captioner without annotated image-sentence pairs has gained
traction. Previous methods have faced limitations due to either using mismatched corpora for …