Binrong Liu

DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path

Large language models (LLMs) excel in natural language tasks, with Chain-of-Thought (CoT) prompting enhancing reasoning through step-by-step decomposition. However, CoT struggles in knowledge-intensive tasks with multiple entities and implicit multi-hop relations, failing to connect entities systema