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Dense X Retrieval: What Retrieval Granularity Should We Use?
v1v2 (latest)

Dense X Retrieval: What Retrieval Granularity Should We Use?

11 December 2023
Tong Chen
Hongwei Wang
Sihao Chen
Wenhao Yu
Kaixin Ma
Xinran Zhao
Hongming Zhang
Dong Yu
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github

Papers citing "Dense X Retrieval: What Retrieval Granularity Should We Use?"

42 / 42 papers shown
SafeRBench: Dissecting the Reasoning Safety of Large Language Models
SafeRBench: Dissecting the Reasoning Safety of Large Language Models
Xin Gao
S. Yu
Z. Chen
Yueming Lyu
W. Yu
...
Jiyao Liu
Jianxiong Gao
Jian Liang
Ziwei Liu
Chenyang Si
ELMLRM
370
1
0
19 Nov 2025
AGRAG: Advanced Graph-based Retrieval-Augmented Generation for LLMs
AGRAG: Advanced Graph-based Retrieval-Augmented Generation for LLMs
Y. Wang
Haoyang Li
Fei Teng
Lei Chen
RALMLRM
155
1
0
02 Nov 2025
MedAlign: A Synergistic Framework of Multimodal Preference Optimization and Federated Meta-Cognitive Reasoning
MedAlign: A Synergistic Framework of Multimodal Preference Optimization and Federated Meta-Cognitive Reasoning
Siyong Chen
Jinbo Wen
Jiawen Kang
Tenghui Huang
Xumin Huang
...
Hudan Pan
Zishao Zhong
Zhu Han
Shengli Xie
Dong In Kim
208
0
0
24 Oct 2025
Practical Code RAG at Scale: Task-Aware Retrieval Design Choices under Compute Budgets
Practical Code RAG at Scale: Task-Aware Retrieval Design Choices under Compute Budgets
Timur Galimzyanov
Olga Kolomyttseva
Egor Bogomolov
323
1
0
23 Oct 2025
CoRECT: A Framework for Evaluating Embedding Compression Techniques at Scale
CoRECT: A Framework for Evaluating Embedding Compression Techniques at Scale
L. Caspari
M. Dinzinger
K. Ghosh Dastidar
C. Fellicious
J. Mitrović
M. Granitzer
233
0
0
22 Oct 2025
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm
Jianting Tang
Dongshuai Li
Tao Wen
Fuyu Lv
Dan Ou
Linli Xu
AIFinRALMKELMLRM
338
3
0
16 Oct 2025
MoM: Mixtures of Scenario-Aware Document Memories for Retrieval-Augmented Generation Systems
MoM: Mixtures of Scenario-Aware Document Memories for Retrieval-Augmented Generation Systems
Jihao Zhao
Zhiyuan Ji
Shichao Song
Ding Chen
Feiyu Xiong
Zhiyu Li
113
0
0
16 Oct 2025
Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation
Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation
Baolei Zhang
Haoran Xin
Yuxi Chen
Zhuqing Liu
Biao Yi
Tong Li
Lihai Nie
Zheli Liu
Minghong Fang
SILM
395
4
0
17 Sep 2025
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
Pengcheng Jiang
Siru Ouyang
Yizhu Jiao
Ming Zhong
Runchu Tian
Jiawei Han
RALMKELM
294
12
0
12 Sep 2025
Demo: Healthcare Agent Orchestrator (HAO) for Patient Summarization in Molecular Tumor Boards
Demo: Healthcare Agent Orchestrator (HAO) for Patient Summarization in Molecular Tumor Boards
Matthias Blondeel
Noel C. F. Codella
Sam Preston
Hao Qiu
Leonardo Schettini
...
Smitha Saligrama
Mert Öz
Shrey Jain
M. Lungren
Thomas Osborne
LLMAG
206
4
0
08 Sep 2025
PG-Agent: An Agent Powered by Page Graph
PG-Agent: An Agent Powered by Page Graph
Weizhi Chen
Ziwei Wang
Leyang Yang
Sheng Zhou
Xiaoxuan Tang
Jiajun Bu
Yong Li
Wei Jiang
LLMAG
176
4
0
27 Aug 2025
MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing
MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing
Youssef Maklad
Fares Wael
Ali Hamdi
Wael Elsersy
Khaled Shaban
189
1
0
19 Aug 2025
DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention
DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention
Kabir Khan
Priya Sharma
Arjun Mehta
Neha Gupta
Ravi Narayanan
KELM
340
2
0
10 Aug 2025
Data Overdose? Time for a Quadruple Shot: Knowledge Graph Construction using Enhanced Triple Extraction
Data Overdose? Time for a Quadruple Shot: Knowledge Graph Construction using Enhanced Triple Extraction
Taine J. Elliott
Stephen P. Levitt
Ken Nixon
Martin Bekker
165
0
0
05 Aug 2025
Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval
Abdellah Ghassel
Ian Robinson
Gabriel Tanase
Hal Cooper
Bryan Thompson
Zhen Han
V. Ioannidis
Soji Adeshina
Huzefa Rangwala
RALM
256
3
0
09 Jun 2025
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
Zijun Liu
Zhennan Wan
Peng Li
Ming Yan
Ji Zhang
Fei Huang
LLMAGKELM
311
1
0
27 May 2025
AITEE -- Agentic Tutor for Electrical Engineering
AITEE -- Agentic Tutor for Electrical Engineering
Christopher Knievel
Alexander Bernhardt
Christian Bernhardt
250
3
0
27 May 2025
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use
Justin Ho
Alexandra Colby
William Fisher
AILaw
315
5
0
04 May 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths
Jingjin Wang
Jiawei Han
LRM
1.0K
9
0
25 Apr 2025
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document SummarizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Shiyin Tan
Jaeeon Park
Dongyuan Li
Xue Liu
Manabu Okumura
RALM
227
1
0
23 Apr 2025
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization
Adithya Pratapa
Teruko Mitamura
RALM
289
0
0
17 Apr 2025
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval
Sangam Lee
Ryang Heo
SeongKu Kang
Dongha Lee
RALM
300
3
0
29 Mar 2025
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack
Yunfan Gao
Yun Xiong
Wenlong Wu
Zijing Huang
Bohan Li
Haoyu Wang
338
18
0
01 Mar 2025
Top Ten Challenges Towards Agentic Neural Graph Databases
Top Ten Challenges Towards Agentic Neural Graph DatabasesIEEE Data Engineering Bulletin (DEB), 2025
Jiaxin Bai
Xiping Hu
Yukun Zhou
hang Yin
Weizhi Fei
...
Binhang Yuan
Wei Wang
Lei Chen
Xiaofang Zhou
Yangqiu Song
536
10
0
24 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
Han Zhang
Xiaoman Pan
Hongwei Wang
Kaixin Ma
Wenhao Yu
Dong Yu
LLMAG
533
8
0
03 Jan 2025
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception
Jihao Zhao
Zhiyuan Ji
Pengnian Qi
Pengnian Qi
Shichao Song
Feiyu Xiong
Zhiyu Li
Zhiyu Li
641
4
0
16 Oct 2024
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Shangbin Feng
Zifeng Wang
Yike Wang
Sayna Ebrahimi
Hamid Palangi
...
Nathalie Rauschmayr
Yejin Choi
Yulia Tsvetkov
Zifeng Wang
Tomas Pfister
MoMe
345
23
0
15 Oct 2024
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
HART: Efficient Visual Generation with Hybrid Autoregressive TransformerInternational Conference on Learning Representations (ICLR), 2024
Haotian Tang
Yecheng Wu
Shang Yang
Enze Xie
Junsong Chen
Junyu Chen
Zhuoyang Zhang
Han Cai
Yaojie Lu
Song Han
588
220
0
14 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Thang Nguyen
Peter Chin
Yu-Wing Tai
RALM
413
8
0
03 Oct 2024
Enhancing Retrieval in QA Systems with Derived Feature Association
Enhancing Retrieval in QA Systems with Derived Feature Association
Keyush Shah
Abhishek Goyal
Isaac Wasserman
RALM
90
0
0
02 Oct 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
SyDaRALM3DV
374
114
0
23 Sep 2024
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented
  Generation
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented GenerationThe Web Conference (WWW), 2024
Lei Liang
Mengshu Sun
Zhengke Gui
Zhongshu Zhu
Zhouyu Jiang
...
Qing Cui
Wen Zhang
Huajun Chen
Wenguang Chen
Jun Zhou
362
92
0
10 Sep 2024
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models
Michael Gunther
Isabelle Mohr
Daniel James Williams
Bo Wang
Han Xiao
389
57
0
07 Sep 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph
  Retrieval-Augmented Generation
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Junde Wu
Jiayuan Zhu
Yunli Qi
322
145
0
08 Aug 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
Zilong Wang
Zifeng Wang
Long Le
Huaixiu Steven Zheng
Swaroop Mishra
...
Anush Mattapalli
Ankur Taly
Jingbo Shang
Zifeng Wang
Tomas Pfister
RALM
409
93
0
11 Jul 2024
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
Kaikai An
Fangkai Yang
Liqun Li
Junting Lu
Sitao Cheng
...
Qingwei Lin
Saravan Rajmohan
Dongmei Zhang
Qi Zhang
Baobao Chang
RALM
264
4
0
19 Jun 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024
Bernal Jiménez Gutiérrez
Yiheng Shu
Yu Gu
Michihiro Yasunaga
Yu-Chuan Su
RALMCLL
449
179
0
23 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective
  Awareness
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness
Xinran Zhao
Tong Chen
Sihao Chen
Hongming Zhang
Tongshuang Wu
277
10
0
04 May 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory
Ali Modarressi
Abdullatif Köksal
Ayyoob Imani
Mohsen Fayyaz
Hinrich Schütze
KELM
718
30
0
17 Apr 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval
Reliable, Adaptable, and Attributable Language Models with Retrieval
Akari Asai
Zexuan Zhong
Danqi Chen
Pang Wei Koh
Luke Zettlemoyer
Hanna Hajishirzi
Anuj Kumar
KELMRALM
380
86
0
05 Mar 2024
Retrieval-Augmented Generation for Large Language Models: A Survey
Retrieval-Augmented Generation for Large Language Models: A Survey
Yunfan Gao
Yun Xiong
Xinyu Gao
Kangxiang Jia
Jinliu Pan
Yuxi Bi
Yi Dai
Jiawei Sun
Meng Wang
Haofen Wang
3DVRALM
1.4K
3,146
1
18 Dec 2023
Evaluating Generative Ad Hoc Information Retrieval
Evaluating Generative Ad Hoc Information Retrieval
Lukas Gienapp
Harrisen Scells
Niklas Deckers
Janek Bevendorff
Shuai Wang
...
Maik Fröbe
Guide Zucoon
Benno Stein
Matthias Hagen
Martin Potthast
RALM
485
28
0
08 Nov 2023
1
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