When Large Language Models Meet Vector Databases: A Survey

no code implementations • 30 Jan 2024 • Zhi Jing, Yongye Su, Yikun Han, Bo Yuan, Haiyun Xu, Chunjiang Liu, Kehai Chen, Min Zhang

This survey explores the synergistic potential of Large Language Models (LLMs) and Vector Databases (VecDBs), a burgeoning but rapidly evolving research area.

Hallucination Information Retrieval +1

A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature

no code implementations • 4 Jan 2024 • Chunjiang Liu, Yikun Han, Haiyun Xu, Shihan Yang, Kaidi Wang, Yongye Su

This study presents a novel approach that synergizes community detection algorithms with various Graph Neural Network (GNN) models to bolster link prediction in scientific literature networks.

Community Detection Link Prediction