Hang Luo

Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs

2025 · arXiv (Cornell University)

In knowledge-intensive tasks, especially in high-stakes domains like medicine and law, it is critical not only to retrieve relevant information but also to provide causal reasoning and explainability. Large language models (LLMs) have achieved remarkable …