UniRel-R1: RL-tuned LLM Reasoning for Knowledge Graph Relational Question Answering

UniRel-R1 advances knowledge graph Q&A by introducing relation-centric reasoning. The AI framework uses reinforcement learning to select informative subgraphs, overcoming traditional single-entity limitations and improving semantic connection understanding.