Ruanmin Cao

Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering

Recently, significant progress has been made in employing Large Language Models (LLMs) for semantic parsing to address Knowledge Base Question Answering (KBQA) tasks. Previous work utilize LLMs to generate query statements on Knowledge Bases (KBs) for retrieving answers. However, LLMs often generate…