Runsong Jia

Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph

2024 · arXiv (Cornell University)

The proposed research aims to develop an innovative semantic query processing system that enables users to obtain comprehensive information about research works produced by Computer Science (CS) researchers at the Australian National University (ANU). The …

StructRAG: Structure-Aware RAG Framework with Scholarly Knowledge Graph for Diverse Question Answering

2025

Recent advances in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) have shown promise in academic question answering. However, existing approaches often fail to fully utilize document structural information and lack diversity in retrieved contexts. …