Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

28 October 2024

Pan Li

Papers citing "Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation"

5 / 5 papers shown

Title
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Dongzhuoran Zhou Yuqicheng Zhu Yuan He Jiaoyan Chen Evgeny Kharlamov Steffen Staab RALM 49 0 0 07 Apr 2025
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases Alfred Clemedtson Borun Shi RALM 63 0 0 07 Apr 2025
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos Xubin Ren Lingrui Xu Long Xia S. Wang Dawei Yin Chao Huang VGen VLM 68 3 0 03 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
Long Context RAG Performance of Large Language Models Quinn Leng Jacob P. Portes Sam Havens Matei A. Zaharia Michael Carbin AIFin RALM 3DV 41 8 0 05 Nov 2024