Jul 2026
Dual-Path LLM Reasoning for Multimodal Few-Shot Knowledge Graph Completion
Experiments show that DuPLeR achieves robust performance in data-scarce KGC scenarios, and a dual-pathway multimodal enhancement module regulates message passing with query-relevant multimodal signals and supplements entity representations after graph propagation.
Jin-Lan Liu, Zhiying Tu, Yong-Chao Xing et al.
· arXiv.org · 0 citations