Structure-Aware RAG: Structured Retrieval Augmented Generation from Noisy Data for Conversational Agents. - Kaiqiao Han; LuAn Tang; Renliang Sun; Peng Yuan; Wei Cheng 002; Haoyu Wang 007; Wei Wang 010; Yizhou Sun; Haifeng Chen (CoRR, 2026)