arxivcs.AIcs.CL2026-07-04
HyGRL: Adaptive Hybrid Graph Reasoning for Multi-Entity Questions
Multi-entity compositional questions pose significant challenges to existing retrieval-augmented language models. Conventional methods fall into a dilemma: standard RAG lacks dynamic reasoning, traditional Graph-RAG is limited by structural sparsity, and LLM-constructed Graph-RAG…