Visual graph scaffolds enhance LLM structured reasoning

Arxiv CS.AI (top papers)

Paper proposes Visual Graph Scaffolds (VGS) to improve LLMs' structural reasoning by representing reasoning paths as graphs. Experiments show VGS outperforms chain-of-thought on graph-based tasks like shortest path and topological sorting.

llmgraphsreasoning

Arxiv CS.AI (top papers)·Runlin LeiXiaokui XiaoZhewei Wei

8 days ago