Our paper "MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning", got accepted by #acl2024 w/ @bikeping , etc. We propose a novel retrieval augmentation framework to leverage both text and images to enhance the commonsense ability of language models.