GRAG: Graph Retrieval-Augmented Generation

GRAG: Graph Retrieval-Augmented Generation

26 May 2024

Papers citing "GRAG: Graph Retrieval-Augmented Generation"

13 / 13 papers shown

Title
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache Qiuyu Zhu Liang Zhang Qianxiong Xu Cheng Long Jie Zhang 14 0 0 16 May 2025
KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation Ching Han Chen Ming Fang Shiu 28 0 0 12 May 2025
ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation Jiahui Xiang Tong Ye Peiyu Liu Yinan Zhang Wenhai Wang 45 0 0 24 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 66 2 0 03 Mar 2025
URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots -- A Case Study at HCMUT Long Nguyen Tho Quan 41 1 0 27 Jan 2025
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 38 7 0 28 Oct 2024
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph Siru Ouyang W. Yu Kaixin Ma Zilin Xiao Z. Zhang Mengzhao Jia J. Han H. Zhang Dong Yu 57 12 0 03 Oct 2024
Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis Sakhinana Sagar Srinivas Vijay Sri Vaikunth Venkataramana Runkana 27 1 0 21 Sep 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 144 1 0 20 Sep 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh V. Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 109 71 0 12 Feb 2024
Complex Logical Reasoning over Knowledge Graphs using Large Language Models Nurendra Choudhary Chandan K. Reddy LRM 32 22 0 02 May 2023
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 24 5 0 17 Dec 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 243 259 0 21 Mar 2022