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Improving language models by retrieving from trillions of tokens
v1v2v3 (latest)

Improving language models by retrieving from trillions of tokens

8 December 2021
Sebastian Borgeaud
A. Mensch
Jordan Hoffmann
Trevor Cai
Eliza Rutherford
Katie Millican
George van den Driessche
Jean-Baptiste Lespiau
Bogdan Damoc
Aidan Clark
Diego de Las Casas
Aurelia Guy
Jacob Menick
Roman Ring
Tom Hennigan
Saffron Huang
Lorenzo Maggiore
Chris Jones
Albin Cassirer
Andy Brock
Michela Paganini
G. Irving
Oriol Vinyals
Simon Osindero
Karen Simonyan
Jack W. Rae
Erich Elsen
Laurent Sifre
    KELMRALM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "Improving language models by retrieving from trillions of tokens"

50 / 893 papers shown
HAKES: Scalable Vector Database for Embedding Search Service
HAKES: Scalable Vector Database for Embedding Search ServiceProceedings of the VLDB Endowment (PVLDB), 2025
Guoyu Hu
Shaofeng Cai
Tien Tuan Anh Dinh
Zhongle Xie
Cong Yue
Gang Chen
Beng Chin Ooi
209
2
0
18 May 2025
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation
Liuji Chen
Xiaofang Yang
Yuanzhuo Lu
Jinghao Zhang
Xin Sun
Sihan Yang
Shu Wu
Jing Dong
Shu Wu
AAML
506
1
0
18 May 2025
Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding
Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding
Siyang Wu
Honglin Bao
Nadav Kunievsky
James A. Evans
433
0
0
18 May 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Taolin Zhang
Dongyang Li
Qizhou Chen
Chengyu Wang
Xiaofeng He
310
4
0
17 May 2025
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
Qiuyu Zhu
Liang Zhang
Qianxiong Xu
Cheng Long
Jie Zhang
344
1
0
16 May 2025
Vaiage: A Multi-Agent Solution to Personalized Travel Planning
Vaiage: A Multi-Agent Solution to Personalized Travel Planning
Binwen Liu
Jiexi Ge
Jiamin Wang
LLMAG
122
3
0
16 May 2025
Demystifying AI Agents: The Final Generation of Intelligence
Demystifying AI Agents: The Final Generation of Intelligence
Kevin J McNamara
Rhea Pritham Marpu
188
2
0
15 May 2025
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphThe Web Conference (WWW), 2025
Deeksha Prahlad
Chanhee Lee
Dongha Kim
Hokeun Kim
RALM
191
3
0
15 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation
Kazuki Hayashi
Hidetaka Kamigaito
Shinya Kouda
Taro Watanabe
RALM
345
3
0
13 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
Jimeng Sun
Xianrui Zhong
Sizhe Zhou
Jiawei Han
RALM
415
5
0
12 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
Yu Qiao
Huy Q. Le
Avi Deb Raha
Phuong-Nam Tran
Apurba Adhikary
Mengchun Zhang
Loc X. Nguyen
Eui-nam Huh
Zhu Han
Choong Seon Hong
AI4CE
400
5
0
11 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models
Yangguang Shao
Xinjie Lin
Haozheng Luo
Chengshang Hou
G. Xiong
Jiahao Yu
Junzheng Shi
SILM
289
3
0
10 May 2025
A 3D pocket-aware and evolutionary conserved interaction guided diffusion model for molecular optimization
A 3D pocket-aware and evolutionary conserved interaction guided diffusion model for molecular optimization
Anjie Qiao
Hao Zhang
Qianmu Yuan
Qirui Deng
Jingtian Su
Wenjie Huang
Huihao Zhou
Guo-Bo Li
Liang Luo
J. Lei
DiffM
169
0
0
09 May 2025
Breaking Quadratic Barriers: A Non-Attention LLM for Ultra-Long Context Horizons
Breaking Quadratic Barriers: A Non-Attention LLM for Ultra-Long Context Horizons
Andrew Kiruluta
Preethi Raju
Priscilla Burity
110
1
0
09 May 2025
Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise
Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise
Moseli Motsóehli
Hope Mogale
Kyungim Baek
277
0
0
07 May 2025
Retrieval Augmented Time Series Forecasting
Retrieval Augmented Time Series Forecasting
Sungwon Han
Seungeon Lee
M. Cha
Sercan O. Arik
Chang Jo Kim
AI4TS
189
0
0
07 May 2025
RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks
RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks
Sebastian Barros
AI4TS
210
0
0
06 May 2025
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Diji Yang
Linda Zeng
Jinmeng Rao
Yujiao Shi
418
7
0
05 May 2025
RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation
RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation
Run Ling
Wenjie Wang
Yuting Liu
G. Guo
Haowei Liu
...
Yihua Shao
Zhanjie Zhang
Ao Ma
Linying Jiang
Xingwei Wang
DiffM
281
2
0
03 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning
Murtadha Ahmed
Wenbo
Liu yunfeng
231
0
0
02 May 2025
Patchwork: A Unified Framework for RAG Serving
Patchwork: A Unified Framework for RAG Serving
Bodun Hu
Luis Pabon
Saurabh Agarwal
Aditya Akella
244
0
0
01 May 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation
Traceback of Poisoning Attacks to Retrieval-Augmented GenerationThe Web Conference (WWW), 2025
Baolei Zhang
Haoran Xin
Minghong Fang
Zhuqing Liu
Biao Yi
Tong Li
Zheli Liu
SILMAAML
439
10
0
30 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation
Qianren Mao
Qili Zhang
Hanwen Hao
Zhentao Han
Runhua Xu
...
Jing Chen
Yangqiu Song
Jin Dong
Jianxin Li
Philip S. Yu
376
3
0
27 Apr 2025
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent
Chuer Chen
Yuqi Liu
Danqing Shi
Shixiong Cao
Nan Cao
240
0
0
24 Apr 2025
The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models
The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Ronak Pradeep
Nandan Thakur
Shivani Upadhyay
Daniel Fernando Campos
Nick Craswell
Jimmy Lin
260
11
0
21 Apr 2025
Retrieval is Not Enough: Enhancing RAG Reasoning through Test-Time Critique and Optimization
Retrieval is Not Enough: Enhancing RAG Reasoning through Test-Time Critique and Optimization
Jiaqi Wei
Hao Zhou
Xiang Zhang
Di Zhang
Zijie Qiu
Wei Wei
Jinzhe Li
Wanli Ouyang
Siqi Sun
384
0
0
21 Apr 2025
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges
Nandan Thakur
Ronak Pradeep
Shivani Upadhyay
Daniel Fernando Campos
Nick Craswell
Jimmy Lin
ELM
290
11
0
21 Apr 2025
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering
Xinyu Wang
Jijun Chi
Zhenghan Tai
Tung Sum Thomas Kwok
Muzhi Li
...
Jerry Huang
Jingrui Tian
Fengran Mo
Yufei Cui
Ling Zhou
505
13
0
20 Apr 2025
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages
Alessio Buscemi
Cedric Lothritz
Sergio Morales
Marcos Gomez-Vazquez
Robert Clarisó
Jordi Cabot
German Castignani
265
3
0
19 Apr 2025
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
Nandan Thakur
Jimmy J. Lin
Sam Havens
Michael Carbin
Omar Khattab
Andrew Drozdov
536
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0
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Retrieval-Augmented Generation with Conflicting Evidence
Retrieval-Augmented Generation with Conflicting Evidence
Han Wang
Archiki Prasad
Elias Stengel-Eskin
Joey Tianyi Zhou
RALM
421
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CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine
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Hanmeng Zhong
Linqing Chen
Wentao Wu
Weilei Wang
458
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15 Apr 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
VDocRAG: Retrieval-Augmented Generation over Visually-Rich DocumentsComputer Vision and Pattern Recognition (CVPR), 2025
Ryota Tanaka
Taichi Iki
Taku Hasegawa
Kyosuke Nishida
Kuniko Saito
Jun Suzuki
VLM
347
24
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14 Apr 2025
Mixture-of-RAG: Integrating Text and Tables with Large Language Models
Mixture-of-RAG: Integrating Text and Tables with Large Language Models
Chi Zhang
Qiyang Chen
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RALM3DVVLM
434
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RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR Environments
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Shiyi Ding
Ying Chen
RALM
235
1
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The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation
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Zhenru Zhang
Ning Li
Qi Liu
Rui Li
W. Gao
Qingyang Mao
Zhenya Huang
Baosheng Yu
Dacheng Tao
RALM
302
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A System for Comprehensive Assessment of RAG Frameworks
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Mattia Rengo
Senad Beadini
Domenico Alfano
Roberto Abbruzzese
232
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Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation
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Bo Zhang
Hui Ma
Dailin Li
Jian Ding
Jian Wang
Bo Xu
Hongfei Lin
KELM
323
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10 Apr 2025
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation
Nathanael Beau
Benoît Crabbé
245
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Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
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Dongzhuoran Zhou
Yuqicheng Zhu
Yuan He
Jiaoyan Chen
Jiaoyan Chen
Steffen Staab
Evgeny Kharlamov
RALM
394
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On the Spatial Structure of Mixture-of-Experts in Transformers
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Daniel Bershatsky
Ivan Oseledets
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199
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QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
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Kepu Zhang
Zhongxiang Sun
Weijie Yu
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210
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The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance
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Beyond Progress Measures: Theoretical Insights into the Mechanism of Grokking
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Zihan Gu
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Practical Poisoning Attacks against Retrieval-Augmented Generation
Practical Poisoning Attacks against Retrieval-Augmented Generation
Baolei Zhang
Yuxiao Chen
Minghong Fang
Zhuqing Liu
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Zheli Liu
SILMAAML
375
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A Survey of Scaling in Large Language Model Reasoning
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502
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Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
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Di Wu
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449
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Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering
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Rui Meng
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305
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Resona: Improving Context Copying in Linear Recurrence Models with Retrieval
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval
Xinyu Wang
Linrui Ma
Jerry Huang
Peng Lu
Prasanna Parthasarathi
Xiao-Wen Chang
Boxing Chen
Yufei Cui
KELM
439
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ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
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Zhicheng Lee
S. Cao
Jinxin Liu
Jing Zhang
Weichuan Liu
Xiaoyin Che
Lei Hou
Juanzi Li
ReLMLRM
415
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