一作ACL 2026Poster· ACL Industry Track
SCAIR : Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs
Prateek Chaturvedi · Yuqicheng Zhu · Hongkuan Zhou · Dongzhuoran Zhou · Yunjie He · Steffen Staab · Fei Du · Jie Tang · Evgeny Kharlamov
摘要
Knowledge Graph–based Retrieval-Augmented Generation (KG-RAG) enables natural language interaction with structured enterprise knowledge, yet existing agentic approaches that perform well on public benchmarks often fail to generalize to real-world enterprise Knowledge Graphs (KGs), which are dense...