A retrieve-then-rerank framework using a KGE shortlist and a discrete diffusion reranker reports SOTA MMKGC scores, but the diffusion mechanism is underspecified and not isolated from a generic reranker.
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RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion
A retrieve-then-rerank framework using a KGE shortlist and a discrete diffusion reranker reports SOTA MMKGC scores, but the diffusion mechanism is underspecified and not isolated from a generic reranker.