作者位次 #5/6ACL 2026Findings· Findings of ACL
Not All Modalities at Once: Dynamic Dropout and Bidirectional Fusion for Robust Multi-modal Knowledge Graph Completion
Jiashun Peng · Fu Zhang · Hongzhi Chen · Jingwei Cheng · Yingsong Ning · Xiaoke Wang
摘要
Multi-modal Knowledge Graph Completion (MKGC) aims to infer missing links in multimodal knowledge graphs by leveraging structured triples together with auxiliary modalities such as text and images. Existing MKGC methods typically train with all modalities available, implicitly assuming consistent...