Kiran Jyothi Sheena

Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs

We propose a new, training-free method, Graph Reasoning via Retrieval Augmented Framework (GRRAF), that harnesses retrieval-augmented generation (RAG) alongside the code-generation capabilities of large language models (LLMs) to address a wide range of graph reasoning tasks. In GRRAF, the target gra