作者位次 #5/5ACL 2026Findings· Findings of ACL
Reasoning with Memory: Adaptive Information Management for Retrieval-Augmented Generation
Hieu Man · Ro-ee Tal · Abhishek Kumar · Jaejin Cho · Benjamin Hsu
摘要
Multi-hop reasoning remains a fundamental challenge for Retrieval-Augmented Generation (RAG) systems. Recent approaches—from adaptive retrieval to agentic pipelines—struggle to maintain coherent intermediate reasoning states as chains grow longer. We introduce State-Aware RAG, a framework that ad...