From Local to Global: A Graph RAG Approach to Query-Focused Summarization

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

20 February 2025

Dasha Metropolitansky

Robert Osazuwa Ness

Jonathan Larson

Papers citing "From Local to Global: A Graph RAG Approach to Query-Focused Summarization"

17 / 17 papers shown

Title
Empowering Agentic Video Analytics Systems with Video Language Models Yuxuan Yan Shiqi Jiang Ting Cao Y. Yang Qianqian Yang Yuanchao Shu Y. Yang Lili Qiu VLM 38 0 0 01 May 2025
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis Jinglin He Yunqi Guo Lai Kwan Lam Waikei Leung Lixing He Yuanan Jiang Chi Chiu Wang Guoliang Xing Hongkai Chen 22 0 0 28 Apr 2025
Towards Large Language Models for Lunar Mission Planning and In Situ Resource Utilization Michael Pekala Gregory Canal Samuel Barham Milena B. Graziano Morgan Trexler Leslie Hamilton Elizabeth Reilly Christopher D. Stiles 19 0 0 28 Apr 2025
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate A. Zandieh Majid Daliri Majid Hadian Vahab Mirrokni MQ 50 59 0 28 Apr 2025
A Tripartite Perspective on GraphRAG Michael Banf Johannes Kuhn 14 3 0 28 Apr 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying C. Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 25 0 0 27 Apr 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 24 0 0 25 Apr 2025
Tempo: Application-aware LLM Serving with Mixed SLO Requirements Wei Zhang Zhiyu Wu Yi Mu Banruo Liu Myungjin Lee Fan Lai 31 0 0 24 Apr 2025
ReCellTy: Domain-specific knowledge graph retrieval-augmented LLMs workflow for single-cell annotation Dezheng Han Yibin Jia Ruxiao Chen Wenjie Han Shuaishuai Guo Jianbo Wang 9 0 0 24 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu C. Huang 52 0 0 02 Apr 2025
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models Weijie Chen Ting Bai Jinbo Su Jian Luan W. Liu Chuan Shi RALM 91 1 0 07 Dec 2024
LightRAG: Simple and Fast Retrieval-Augmented Generation Zirui Guo Lianghao Xia Yanhua Yu Tu Ao Chao Huang 34 11 0 08 Oct 2024
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss Yuri Kuratov Aydar Bulatov Petr Anokhin Dmitry Sorokin Artyom Sorokin Mikhail Burtsev RALM 84 18 0 16 Feb 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 80 16 0 12 Feb 2024
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Xiuying Chen Lemao Liu Dongyan Zhao Rui Yan RALM 119 38 0 03 May 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 126 217 0 15 Mar 2023
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning Di Jin Zhizhi Yu Pengfei Jiao Shirui Pan Dongxiao He Jia Wu Philip S. Yu Weixiong Zhang GNN 95 205 0 03 Jan 2021