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In-depth Analysis of Graph-based RAG in a Unified Framework

6 March 2025
Yingli Zhou
Yaodong Su
Youran Sun
Shu Wang
Taotao Wang
Runyuan He
Yongwei Zhang
Sicong Liang
Xilin Liu
Yuchi Ma
Yixiang Fang
ArXiv (abs)PDFHTML

Papers citing "In-depth Analysis of Graph-based RAG in a Unified Framework"

6 / 6 papers shown
Title
GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation
GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation
Yilin Xiao
Junnan Dong
Chuang Zhou
Su Dong
Qianwen Zhang
Di Yin
Xing Sun
Xiao Huang
LRM
69
0
0
03 Jun 2025
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability
Jingyi Ren
Yekun Xu
Xiaolong Wang
Weitao Li
Weizhi Ma
Yang Liu
RALM
85
0
0
19 May 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Darren Edge
Ha Trinh
Newman Cheng
Joshua Bradley
Alex Chao
Apurva Mody
Steven Truitt
Dasha Metropolitansky
Robert Osazuwa Ness
Jonathan Larson
RALM
280
449
0
20 Feb 2025
KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG
KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG
Yiqian Huang
Shiqi Zhang
Xiaokui Xiao
157
3
0
13 Feb 2025
PalimpChat: Declarative and Interactive AI analytics
PalimpChat: Declarative and Interactive AI analytics
Chunwei Liu
Gerardo Vitagliano
Brandon Rose
Matt Prinz
David Andrew Samson
Michael Cafarella
152
2
0
05 Feb 2025
The Design of an LLM-powered Unstructured Analytics System
The Design of an LLM-powered Unstructured Analytics System
Eric Anderson
Jonathan Fritz
Austin Lee
Bohou Li
Mark Lindblad
...
Mehul A. Shah
Benjamin Sowell
Dan Tecuci
Vinayak Thapliyal
Matt Welsh
136
13
0
31 Dec 2024
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