MAC-KGC: A Multi-Agent Collaborative Link Prediction Framework for Knowledge Graph Completion
Real-world knowledge graphs inevitably contain missing facts, and inferring these absent links remains a central challenge. While large language models (LLMs) bring strong semantic understanding to this task, current single-model pipelines conflate retrieval, reasoning, and verification into one monolithic process, pro...