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Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation

Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation

28 January 2025
Zijie Zhong
Hanwen Liu
Xiaoya Cui
Xiaofan Zhang
Zengchang Qin
ArXivPDFHTML

Papers citing "Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation"

7 / 7 papers shown
Title
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities
Woongyeong Yeo
Kangsan Kim
Soyeong Jeong
Jinheon Baek
S. Hwang
47
0
0
29 Apr 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
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
Advanced ingestion process powered by LLM parsing for RAG system
Advanced ingestion process powered by LLM parsing for RAG system
Arnau Perez
Xavier Vizcaino
61
0
0
16 Dec 2024
PersianRAG: A Retrieval-Augmented Generation System for Persian Language
PersianRAG: A Retrieval-Augmented Generation System for Persian Language
Hossein Hosseini
Mohammad Sobhan Zare
Amir Hossein Mohammadi
Arefeh Kazemi
Zahra Zojaji
Mohammad Ali Nematbakhsh
VLM
RALM
34
0
0
05 Nov 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey
  on How to Make your LLMs use External Data More Wisely
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Siyun Zhao
Yuqing Yang
Zilong Wang
Zhiyuan He
Luna Qiu
Lili Qiu
SyDa
RALM
3DV
32
33
0
23 Sep 2024
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,448
0
28 Jan 2022
PubMedQA: A Dataset for Biomedical Research Question Answering
PubMedQA: A Dataset for Biomedical Research Question Answering
Qiao Jin
Bhuwan Dhingra
Zhengping Liu
William W. Cohen
Xinghua Lu
205
807
0
13 Sep 2019
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