The Explore-then-Determine framework combines LLMs with graph neural networks for efficient reasoning over Knowledge Graphs. Achieves state-of-the-art performance in Question Answering tasks. Read more

• Synergy of LLMs and GNNs for KG reasoning
• Explore-then-Determine framework for efficient reasoning
• State-of-the-art performance in KGQA tasks
• Utilizes graph exploration for precise knowledge extraction